tag:blogger.com,1999:blog-5781821294660025502024-03-18T22:43:43.941-04:00COSI 'Open' HealthCollaboration, Open Solutions, and Innovation in Healthcare - All about open source Health IT systems, open access health information, open data, open standards, etc. Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.comBlogger125125tag:blogger.com,1999:blog-578182129466002550.post-33949337142984712262015-03-09T23:00:00.001-04:002015-04-12T11:38:44.704-04:00Last COSI 'Open' Health Information & Technology Blog <span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">After more than 5 years, this is the last COSI 'Open' Health Information & Technology Technology
blog. We will, however, continue to maintain the associated COSI 'Open'
Health Information & Technology web site. We thank the thousands of visitors that took the
time to visit the site and read our blogs over the years. </span></span><br />
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<td style="border: 1px solid #000000; padding: 0.04in;" valign="TOP" width="100%"><span style="font-family: arial, sans-serif;"><span style="font-size: x-small;"><b>For well over
10-15 years, the battles between 'open' vs. 'closed' solutions
have raged. It started with free and 'open source' software (FOSS)
solutions, then moved on to 'open standards', 'open access', 'open
data', 'open architecture', ... It started in the technology
sector, then spread into education, healthcare, manufacturing,
government and just about every other component of the public and
private sector. It became more than just about technology, it
became a broad, global movement that supports the adoption of
'open culture' and 'open societies' around the world. Many
individuals, corporations, and countries will continue to battle
and fight against the 'open movement' for years to come, not
recognizing that the war is over - <i>all 'closed' systems will
succumb to 'open solutions' as we move into the future. - Peter Groen</i></b></span></span></td>
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Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com111tag:blogger.com,1999:blog-578182129466002550.post-32376011799317866532014-11-04T14:38:00.000-05:002014-11-04T14:50:14.834-05:00Overview of 'Open' Software Defined Networking (SDN) for Business Managers<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">If
you don't understand what Software Defined Networking (SDN) is, don't
worry about it. When asked, only 10% of 450 information technology
(IT) specialists at a recent <i>Network World</i> event raised their
hands and said they understood what it was all about.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Obviously,
if you’re in IT you will definitely want to know about the topic of
Software Defined Networking (<b><span style="font-weight: normal;">SDN</span></b>).
For business managers in most corporations, not so much. However,
this article attempts to provide a high level overview of the topic
for managers so they don't get lost when the IT staff inevitably
starts talking about SDN and why the organization needs to invest in
it.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
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<td style="border: 1px solid rgb(0, 0, 0); padding: 0.04in;" valign="TOP" width="100%"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://en.wikipedia.org/wiki/Software-defined_networking"><i><b>Software
</b></i></a><a href="http://en.wikipedia.org/wiki/Software-defined_networking"><i><b>D</b></i></a><a href="http://en.wikipedia.org/wiki/Software-defined_networking"><i><b>efined
</b></i></a><a href="http://en.wikipedia.org/wiki/Software-defined_networking"><i><b>N</b></i></a><a href="http://en.wikipedia.org/wiki/Software-defined_networking"><i><b>etworking
(SDN)</b></i></a> is a relatively new approach for managing and
operation large scale telecommunication networks. SDN involves
decoupling control of the network from the physical
infrastructure. It allows network administrators in your data
center to better manage your telecommunication networking
resources that often consist of equipment from multiple vendors.</span></span></td>
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</span></span>
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<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><b>Background</b></u></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Sometime
in the
year 2000, the Gartner Group recognized the emergence of programmable
networks as the next big thing for the Internet. There
was a growing
mismatch between market requirements and network capabilities. In
response, the industry started
creating
the Software
Defined Networking (SDN) architecture and associated 'open'
networking standards.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
growth
of mobile devices, server virtualization, cloud services, and
the emergence of the Internet of Things (IoT)
are among the trends driving the telecommunication
industry to
reexamine traditional networking
architectures. Many conventional networks are hierarchical, built
with tiers of Ethernet switches arranged in a tree structure. This
design made sense when client-server computing was dominant, but that
architecture
is ill-suited to meet
the dynamic
computing, storage, and
communication
needs of today's
enterprise
data centers and
telecommunication
networks.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><b>'Open'
SDN Technology & Solutions</b></u></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://en.wikipedia.org/wiki/Open-source_software">Open
sourc</a><a href="http://en.wikipedia.org/wiki/Open-source_software">e
software</a>
now plays
a permanent role in the world
of enterprise
IT systems.
Gartner forecasts that open source technology will be included in 85%
of all commercial software packages by 2015 and 95% of mainstream IT
organizations will use
a range of
open source
software components.
Currently,
one of the
fastest growing segments within the
world of open
source
software is
Software
Defined Networking (SDN).
The SDN market is projected to
surge from <a href="http://www.eweek.com/blogs/first-read/sdn-market-will-reach-3.52-billion-report-says.html" target="_hplink">$360M
to $3.52B </a><a href="http://www.eweek.com/blogs/first-read/sdn-market-will-reach-3.52-billion-report-says.html" target="_hplink">by</a><a href="http://www.eweek.com/blogs/first-read/sdn-market-will-reach-3.52-billion-report-says.html" target="_hplink">
2018</a>.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="font-weight: normal; margin-bottom: 0in; text-decoration: none;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The <a href="http://en.wikipedia.org/wiki/Open_Networking_Foundation">Open
Networking Foundatio</a><a href="http://en.wikipedia.org/wiki/Open_Networking_Foundation">n
(OFN)</a> was founded back in 2011 to champion the cause of 'Open
Standards' and Software Defined Networking (SDN). In addition to
promoting SDN, it also supports the popular <a href="http://whatis.techtarget.com/definition/OpenFlow">OpenFlow</a>
specification and communications interface for creating 'open' SDN
solutions. Its board members include Microsoft, Yahoo, Facebook,
Goldman Sachs, Google, Verizon and Deutsche Telecom.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><b>SDN
Benefits</b></u></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="font-weight: normal; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
tangible benefits of transitioning to software defined networking are
many. They range from better management control of an organization's
telecommunication networks to significant reductions in operational
costs over time. Next generation SDN solutions are not only designed
to handle the many new technologies and infrastructure requirements
associated with the cloud and the Internet of Things (IoT), but they
provide a foundation for massive scalability to meet the future needs
of organizations well into the 21<sup>st</sup> century.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Other
benefits include more vendor independence, transitioning away from
expensive proprietary solutions, as well as increased flexibility and
agility needed to innovate and meet future needs that have yet to be
determined. In addition increased network performance will also
translate into better service to network users - business customers.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-weight: normal;">A</span><span style="font-weight: normal;">ccording
to Amin Vahdat, a Principle Engineer at Google, </span><span style="font-weight: normal;">"The
biggest advantage is being able to get better utilization out of our
existing lines." </span><span style="font-weight: normal;">Currently,
t</span><span style="font-weight: normal;">he state-of-the-art in the
industry is to run lines at 30% to 40% utilization. </span><span style="font-weight: normal;">With
SDN, organizations should be </span><span style="font-weight: normal;">able
to run wide area lines at close to 100% utilization.</span></span></span></div>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><b>Conclusion
& Recommendations</b></u></span></span></div>
<div style="margin-bottom: 0in;">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="text-decoration: none;"><span style="font-weight: normal;">In
traditional data center</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">s,</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">
network services </span></span><span style="text-decoration: none;"><span style="font-weight: normal;">have
been</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">
provided by specific physical devices such as routers, switches, and
firewalls. Each of these physical boxes was expensive, complex,
physical fixture </span></span><span style="text-decoration: none;"><span style="font-weight: normal;">located</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">
in </span></span><span style="text-decoration: none;"><span style="font-weight: normal;">a
large</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">
data center. </span></span><span style="text-decoration: none;"><span style="font-weight: normal;">All
that will change when the </span></span><span style="text-decoration: none;"><span style="font-weight: normal;">network
</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">is
no longer restricted by the hardware, but lies</span></span><span style="text-decoration: none;"><span style="font-weight: normal;">
in the software. </span></span>The trend is unmistakable. In the
future, more and more network infrastructure and services will rely
on 'open' standards-based software defined networking (SDN). </span></span>
</div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
</div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">If
your organization uses large telecommunications networks, better pay
attention and plan on funding the your data centers acquisition and
transition to the use of software defined networking (SDN)
solutions. This applies to organizations in healthcare, education,
manufacturing, retail, government and almost every other industry.</span></span></div>
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</div>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Selected
Links</b></span></span></div>
<div align="CENTER" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
</div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><b><a href="http://www.opendaylight.org/">OpenDaylight</a>
- </b></b><b><span style="font-weight: normal;">A</span></b><b><span style="font-weight: normal;">n
open-source platform for network programmability to enable
</span></b><b><span style="font-weight: normal;">Software
Defined Networking (</span></b><b><span style="font-weight: normal;">SDN</span></b><b><span style="font-weight: normal;">)</span></b><b><span style="font-weight: normal;">
and create a solid foundation for Network Functions
Virtualization (NFV). </span></b></span></span>
</div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><a href="https://www.opennetworking.org/sdn-resources/onf-specifications/openflow/">OpenFlo</a><a href="https://www.opennetworking.org/sdn-resources/onf-specifications/openflow/">w</a></b>
- Managed
by the Open Networking Foundation, it
is an
open source communications interface between the control and
forwarding layers within an SDN architecture. </span></span>
</div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.linuxfoundation.org/news-media/announcements/2014/09/telecom-industry-and-vendors-unite-build-common-open-platform"><b>Open
Platform for NF</b></a><a href="http://www.linuxfoundation.org/news-media/announcements/2014/09/telecom-industry-and-vendors-unite-build-common-open-platform"><b>V
Project</b></a>
- A
carrier-grade, integrated, open source reference platform
intended to accelerate the introduction of new NFV
and SDN products
and services.</span></span></div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><a href="https://www.opennetworking.org/index.php" target="_blank">Open
Networking Foundaion (ONF)</a> </b><b><span style="font-weight: normal;">-
Dedicated to the promotion and adoption of Software Defined
Networking (SDN) through open standards development.</span></b></span></span></div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.openstack.org/"><b>OpenStack</b></a>
- Software
designed to control
large pools of compute, storage, and networking resources
throughout a data center</span></span></div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><a href="http://www.projectfloodlight.org/">Project
Floodlight</a> </b><b><span style="font-weight: normal;">-
One of the world’s leading open source software-defined
networking (SDN) community. </span></b></span></span>
</div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><a href="https://www.sdnsdn/">SDN</a><a href="https://www.sdncentral.com/">
Central</a></b><b>
</b><b><span style="font-weight: normal;">-
</span></b><b><span style="font-weight: normal;">One
of t</span></b><b><span style="font-weight: normal;">he
leading centralized source of news and resources for </span></b><b><span style="font-weight: normal;">network
functions virtualization (NFV)</span></b><b><span style="font-weight: normal;">
and </span></b><b><span style="font-weight: normal;">software
defined networking (SDN)</span></b><b><span style="font-weight: normal;">.</span></b></span></span></div>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i><span style="font-weight: normal;">*
Also check out <a href="http://www.plumgrid.com/product/overview/">PLUMgrid</a>,
<a href="http://www.jedanetworks.com/">JedaNetworks</a>,
<a href="http://www.embrane.com/">Embrane</a>, <a href="http://www.bigswitch.com/">Big
Switch Networks</a> and <a href="http://www.midokura.com/">Midokura</a>.</span></i></b></span></span></td>
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Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com5tag:blogger.com,1999:blog-578182129466002550.post-29204683379442577962014-10-29T10:42:00.003-04:002014-10-29T10:51:00.600-04:00Ebola in the US: Short on Accountable 'Open' Information, Effective Systems Planning and Decision Making<div dir="ltr" style="text-align: left;" trbidi="on">
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<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
CDC issued new guidelines for workers in U.S. hospitals who care for
Ebola patients. Even when they follow all recommended guidelines for
wearing personal protective gear, they “might not realized they
have been exposed.” <i>Statement from CDC, Washington Post October
28, 2014</i></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>By
Marc Wine</b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">This
personal blog relays some of my experiences and efforts related to
helping produce a robust and integrated biosurveillance capability
for the nation with connections to international disease surveillance
systems, in order to provide early warning and ongoing
characterization of disease outbreaks like Ebola.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Events
in the present Ebola crisis prompt unease that the United States
deployment of Web based, standardized population health and
biosurveillance information services is fragmented, incomplete and
insufficient, prompting me to write this blog.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
United States has made significant progress in public health and
medical preparedness since the 9/11 terrorist attacks; yet, poorly
interconnected information systems add to our vulnerability to
planning and response to viruses like Ebola or enviro virus EV-D68
that threaten the health of large populations.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Today,
a gap exists between information technology specialists and public
health programmatic or scientific personnel. Overall, their
intergovernmental attention to interoperable data management for
meeting the challenges of<span style="color: black;"> notifiable disease
reporting, outbreak detection, emergency response, program
evaluation, and public communications in relation to syndromic
disease outbreaks, is divided by lack of program collaboration and
timely, accurate data sharing.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">The
will of the nation’s public health decision-makers has been divided
between federal, state and local politics that prevent connecting
content, analysis and integrated electronic health information
systems from every hospital, clinic, county, state and federal
departments of health with the people.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">Today,
the Ebola outbreak that began in West Africa, killing </span><span style="color: black;">over</span><span style="color: black;">
5,000 people so far, moved from Texas Health Presbyterian Hospital in
Dallas to the Washington, D.C. area with the transfer and now
released Nina Pham the first nurse diagnosed with Ebola after caring
for now deceased Ebola patient Thomas Eric Duncan, to the situations
in New York with Ebola diagnosed Craig Spenser and quarantined Kaci
Hickox in New Jersey plus the dozen U.S, military personnel
quarantined in Vicenza, Italy following their mission in West Africa.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">My
sympathies are deep for the people and families stricken by the
virus; further, my empathy is heightened for all people who are
missing the promise of security and protection from not having a
deployed and interoperable nationwide information system for the
continuous predictive analysis and communications in the common
handling of critical disease and public health threats.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">What
we do see are the results of the gaps and dangers of the unfulfilled
policies of the <b><a href="http://www.whitehouse.gov/the-press-office/2012/07/31/national-strategy-biosurveillance">National
Strategy for Biosurveillance</a></b> (The White House July 2012).</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">My
own observations of the wide-scale implementation of electronic
health information systems for surveillance show challenges, barriers
and missed opportunities suggesting the U.S. failure to fully harness
</span>the laws and comprehensive systems of early warning of health
threats and early detection of deadly disease events, including
bootstrapping comprehensive and unremitting education especially
among health care workers.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Situational
awareness in real-time, that ought to have enabled the more
appropriate response behavior of the health systems workers in
Dallas, Texas for example, remain uncoordinated with federal and
global signs of the Ebola crisis. Governments around the globe have
stalled, unwilling to recognize this outbreak as the humanitarian,
information and resources crisis it is. Even though, we knew about
Ebola at least since the 1976 Sudan outbreak, the U.S. is looking
months into the future before any efficacious vaccine may be
expected.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Looking
back, beginning within about three months of the 9/11 attacks,
Veterans Health Administration (VHA) Under Secretary of Health Dr.
Jonathan Perlin requested that the VA Federal Interagency Health IT
Sharing (HITS) program to demonstrate within 90-days the capability
for VA to exchange the data of all VA ambulatory lab results
system-wide with CDC’s Office of Public Health Informatics in near
real-time.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
first goal of the initiative was to electronically exchange the data
from VA to CDC plus create algorithms for analyzing the lab test
results for flagging any evidence of atypical diseases or syndromic
incidences; supporting the monitoring and detection or population
disease or biosurveillance outbreaks. The outlier lab tests of
unusual and unexplained results would be exchanged back to VA
end-users for considering potential bioterrorist or syndromic disease
events.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Then
working on the mission to plan with the CDC associate director for
health informatics, we helped deliver on the Undersecretary’s
request for the development of a data exchange and analysis
demonstration between VA labs and CDC. Accordingly, It marked the
first time VA was to share lab data electronically on a wide-scale
with CDC for public health disease monitoring. Although, it was not
until about a year later that the VA and CDC could show the initial
capability of how to cleanly exchange electronic disease surveillance
data, initially via an over-night batch processing solution.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Eventually,
this evolved as a part of today’s <b><a href="http://www.cdc.gov/biosense/">BioSense
2.0</a></b> that provides a mechanism to collect and share information on
emergency department visits, hospitalizations, and other health
related data from multiple sources, including VA, the Department of
Defense (DoD), and civilian hospitals from around the country.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
2002, I discovered that VA clinical researcher Dr. Sylvain DeLisle of
the VA Medical Center Baltimore was awarded CDC’s first grant to
mine <b><a href="http://www.ehealth.va.gov/VistA.asp">VA’s VistA
electronic health record (EHR) system</a></b> for the purpose of
identifying evidence of influenza-like symptoms that may be
indicative of serious population health threats. Dr. Delisle’s
results, gained from applying his methodology used to optimize VA’s
VistA electronic health record (EHR) data, evaluated the performance
of an automated text classifier for syndromic surveillance.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">This
VA data mining automatically processed VistA health record source
documents, patient diagnostics, and was used for informing decisions
regarding electronic textual data sources for potential applications
with computerized biosurveillance systems. In other words, Dr.
DeLisle’s analytic method would automatically flag certain patient
diagnostics for potential unexplained disease incidence.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">My
reaction immediately and vigorously was to help promote Dr. Delisle’s
surveillance methodology as an innovative direction toward advancing
'open' solutions, that would be used for generating decision support
and knowledge. The analysis of existing patient information could be
used to inform the public and health care workers about high
potential, critical disease outbreaks across health systems that can
be predicted accurately from patients’ electronic health records.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
vision I held then, was that semantically accurate disease predictive
analytics can be combined with online learning modules that would be
able to inform health workers in real-time how to apply precautions
and procedures for emergency response to threatening outbreaks. Now,
in the era of Ebola and enviro viruses, it still looks as if the
nation’s health system is not there, despite the development of
policies and capabilities based on billions of dollars invested over
at least a decade-and-a-half.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">It
appears that CDC Director Thomas Frieden’s answers to questions
about Dallas health worker’s lacking a clear understanding about
how to handle Ebola is not his part of his responsibility; yet, it
represents another view that U.S. leadership with population health
and biosurveillance systems is sadly lagging behind policies, plans
and political commitments dating at least back to 9/11.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
2007, my experience working within the Department of Defense (DoD),
Telemedicine and Advanced Technology Research Center (TATRC), proved
again that the U.S. was planning but not working effectively to
produce and deploy an interoperable and integrated data sharing and
decision support system for the public’s protection and health care
worker’s knowledge of future pandemic or bioterrorist diseases like
Ebola.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
the report, “<b><a href="http://stacks.cdc.gov/view/cdc/11940/">CDC’s
Vision for Public Health Surveillance in the 21</a><a href="http://stacks.cdc.gov/view/cdc/11940/"><sup>st</sup>
Century</a></b>,”
CDC authors emphasized, “…federal, state, and local agencies and
health departments have failed to obtain access to desired
administrative or survey data…” in relation to collaborating
Information from disparate sources or programs that can display
patterns of disease that individual program data cannot.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-weight: normal;">At
TATRC the deputy director assigned me to serve as “the
belly-button” for promoting </span><span style="font-weight: normal;">i</span><span style="font-weight: normal;">nnovative
health information technology solutions that would be used for
managing biosuveillance in educating, informing and analyzing
real-time bioterrorist or syndromic disease events. There,
I set out to accomplish three goals:</span></span></span></div>
<ol>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-weight: normal;">analyze
the alignment of </span><span style="color: black;"><span style="font-weight: normal;">the
rules and regulations governing how and why population health data
are collected and released, </span></span></span></span>
</div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;"><span style="font-weight: normal;">coordinate
</span></span><span style="font-weight: normal;">planning for
innovations generating </span><span style="color: black;"><span style="font-weight: normal;">the
processes to put the data into a form that can be shared across the
Web and between DoD, VA and CDC and </span></span></span></span>
</div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://www.blogger.com/null" name="title"></a>
<span style="font-weight: normal;">encourage
</span><span style="color: black;"><span style="font-weight: normal;">the
willingness to use those resources across the public-private
sectors.</span></span></span></span></div>
</li>
</ol>
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-weight: normal;">Then
</span><span style="color: blue;"><a href="https://www.linkedin.com/vsearch/p?title=Associate+Director+for+Science+%28acting%29%2C+National+Center+for+Public+Health+Informatics&trk=prof-exp-title"><span style="color: black;"><span style="text-decoration: none;"><span style="font-weight: normal;">Associate
Director for Science, National Center for Public Health Informatics</span></span></span></a></span><span style="font-weight: normal;">
at CDC Dr, Tom Savel visited TATRC, and we agreed to work together on
identifying gaps of interoperability between CDC, DoD and VA public
health data surveillance systems.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-weight: normal;">There
was no existing useful sharing involving all three of the federal
government’s disease surveillance systems across CDC, VA and DoD.
My work entailed bringing together managers and leaders of the
federal disease surveillance systems from, DoD, VA and CDC for
mapping ways to address the policy and technical barriers to cross
government data communications about potentially deadly disease
outbreaks.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-weight: normal;">The
lesson I learned from facilitating </span><span style="color: black;"><span style="font-weight: normal;">collaborative
efforts to meet the needs of public health surveillance programs
through collaboration, innovation and open data solutions was that no
common standards for communicating, interpreting and educating people
from top-to-bottom across the nation were operating; moreover, the
efforts just to get the different departments talking to one another
proved arduous.</span></span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">Earlier
in 2006, I was invited to attend a small meeting at The White House
Executive Office Building where I saw presented </span>the first
model for rapid identification of “conditions favorable” for
Ebola epidemics using satellite imagery.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">As
it turned out, this was somewhat related to innovation projects with
the TATRC portfolio that I was promoting in 2008. The most forceful
realization of this initial disease information satellite project was
the possibility of connecting a global biosurveillance system
seamlessly to hospitals in America using information technology so
that patients would not be seen by American healthcare workers
without access to immediate situational awareness of what that
patient might have been exposed to while traveling overseas.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">With
the history, benefits and opportunities that CDC Director Dr. Frieden
has behind him, not to overlook the nation’s high priority
commitments to systematically inform its health workers and people of
the granular details and data about Ebola fully and in advance, how
can he not accept responsibility for what happened with Ebola in the
Dallas hospital and the incidences involving the subsequent illnesses
and gaps overall?</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Indeed,
an apparent breakdown in the nation’s ability to use electronic
health information systems for providing disease surveillance, share
open data with interoperability, including situational knowledge in
real-time from hospitals across cities and towns, to counties and
states, to federal decision-makers and global leaders is contributing
to fundamental weaknesses in our global preparedness for future
epidemics, which given the interconnectedness of modern life, will
likely occur.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Not
only does today’s call for answers to the problem of being ready
and smart about Ebola cry out for open solutions across all boarders,
but my own experience speaking within the Washington, D.C. and global
community about the substantial need to be ready with health
information systems, shows how little we listen and take action
successfully when it comes to national and global governments
collaborating effectively.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">For
example, in 2008 after I was invited to organize and moderate a
meeting of top disease surveillance leaders from the U.S. and Canada,
including DoD, VA and Canada’s public health departments, hosted at
the Canadian Embassy, I became curiously intrigued at the slow pace
that America moved with global partners in response to the laws and
demands for implementing a reality-based integrated population health
disease information network, including virtual reality programs for
educating health professionals that CDC itself promoted.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Still,
the goal that is evasive in the midst of the Ebola outbreak in the
U.S., is that <span style="color: black;">all data potentially relevant to
public health surveillance would be harmonized across data systems,
interoperable, and easily accessed by the maximum number of users in
as timely a manner while protecting confidentiality and privacy of
respondents.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">More
recently, in 2013, I was invited to meet again with CDC officials.
This time the initial request was for me to organize a meeting with
the CDC public health Community Guide directors and The White House
Chief Technology Officer </span><span style="color: black;">(CTO)</span><span style="color: black;">.
The purpose of the talks and was for enhancing the planning and
design of a nationwide public health decision support system that
would generate usable knowledge, from the federal level with
secondary epidemiological and population health research, and deliver
it in real-time to all state and local levels of public health
directors for their use in planning and preventing serious disease or
other public health threats.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">On
the one hand, the success of my talks with the CDC officials about
how to design an infrastructure for an advanced health information
decision support system, one that would responsively handle knowledge
sharing about an Ebola outbreak for example, in an extreme instance,
was noted by their appreciation for learning how to proceed. </span><span style="color: black;">O</span><span style="color: black;">n
the other hand, I am substantially more concerned today than ever
before in my experiences that far too few have stepped up in advance
to provide the resources and services including technical expertise
and political will that are so desperately needed to fight Ebola at
every level.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Final
Observations & Recommendations</b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">These
are selected observations and recommendations for working urgently
towards a more responsible network for filling the gaps of systems
interoperability, plus sharing health and disease information.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
job of deploying a comprehensive disease surveillance information
system is unfinished.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Today,
this presents the nation with a critical imbalance from having to
react lesser prepared than it could have, as did health workers
handling Ebola in Dallas, to benefiting from having an open and
uniform infrastructure for surveillance information and knowledge for
all.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By
identifying, sharing and integrating diverse information sources and
expert analysis, collectively we will be more likely to identify
trends signaling an incident, analyzing prevalence and better able to
answer key questions that President Obama and Dr. Frieden have
stumbled into.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Recommendations:</b></i></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<ol>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Pursue
more 'open' biosurveillance activities that purposefully mix and
match efforts and the sharing of information between and among
Federal, State, local, tribal, territorial, private,
nongovernmental, academic, and other national enterprise
participants.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Develop
connections through collaborative international biosurveillance
activities that will accelerate effective response to domestic and
international incidents.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Ensure
the nationwide, vertical top-to-bottom 'open source' distribution of
a cloud-based data integration platform supporting collection and
integration of biosurveillance of information from a variety of
governmental and other sources, including social media and news
reports.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
president and CDC director should be held immediately accountable
for comprehensive disease security and data sharing through the
elimination of differences in coding, formatting, definitions, and
methods that differ substantially or in the ways data are stored in
incompatible formats.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Directors
of the states departments of public health should be held
accountable for limiting sharing disease surveillance data by the
lack of user-friendly data dissemination tools or adequate and
detailed documentation and distribution<b>.</b></span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
White House and Congress should lead a review of all funding steams
and mechanisms the affect how disease surveillance data are
collected. All data, analytics and systems deemed to be essential
for public health safety, security and learning should be considered
open source for the purposes of national security and disease
protection.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Data-use
agreements should be shared widely to provide models for others
interested in sharing data; data sharing should be promoted by
developing supportive funding mechanisms, devoting resources,
fostering partnerships and centralizing support; and methods and
procedures should require open standardized across datasets.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
White House and CDC should immediately re-commit their agencies and
departments to assessing the utility of having surveillance data
directly flow into information systems that support public health
interventions and information elements or standards that facilitate
this linkage of surveillance to action and improving access to and
use of information produced by a surveillance system for workers in
the field and health-care providers. </span></span>
</div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Public
health and hospital electronic health records (EHR) systems should
accelerate their capacity to process both structured and
unstructured data access and standardized interpretations faster
than HHS ONC Meaningful Use Stage 2 and 3 criteria would require.</span></span></div>
</li>
<li><div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Concerns
related to disease managements best practices, data quality, data
standardization, process automation, work flow design, and system
validation all need to be addressed. The need to use new and legacy
systems in parallel for a period must be considered and planned for,
including the challenging process of transitioning users off legacy
systems. Therefore, emergency federal, state and local resources
should be made available immediately and effectively in order to
establish accountability among all the nation’s hospital networks
for identifying and handling Ebola plus other population-level
disease threats.</span></span></div>
</li>
</ol>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Finally,
the future Learning Health System Governance and Policy Framework
that is being planned with leadership from the University of Michigan
Department of Health Informatics should include the real-time,
anywhere, anytime decision-support that the people around the globe
will demand in relation to public health events.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>References
for More Information:</b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<ul>
<li><div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">National
Strategy for Biosurveillance, The White House July 31, 2012
<span style="color: blue;"><u><a href="http://www.whitehouse.gov/the-press-office/2012/08/01/national-strategy-biosurveillance">http://www.whitehouse.gov/the-press-office/2012/08/01/national-strategy-biosurveillance</a></u></span></span></span></div>
</li>
<li><div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Homeland
Security Presidential Directive HSPD-2, Public Health and Medical
Preparedness
<span style="color: blue;"><u><a href="http://fas.org/irp/offdocs/nspd/hspd-21.htm">http://fas.org/irp/offdocs/nspd/hspd-21.htm</a></u></span></span></span></div>
</li>
<li><div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Public
Health Surveillance in the United States: Evolution and Challenges,
CDC July 27, 2012
<span style="color: blue;"><u><a href="http://www.cdc.gov/mmwr/preview/mmwrhtml/su6103a2.htm?s_cid=su6103a2_x">http://www.cdc.gov/mmwr/preview/mmwrhtml/su6103a2.htm?s_cid=su6103a2_x</a></u></span></span></span></div>
</li>
<li><div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Ebola
Outbreak A Test for Data Mining and Analytics, Information Week
Health Care, October 16, 2014
<span style="color: blue;"><u><a href="http://www.informationweek.com/healthcare/analytics/ebola-outbreak-a-test-for-data-mining-analytics/d/d-id/1316666">http://www.informationweek.com/healthcare/analytics/ebola-outbreak-a-test-for-data-mining-analytics/d/d-id/1316666</a></u></span></span></span></div>
</li>
<li><div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: blue;"><span style="color: black;"><span style="text-decoration: none;">Collected
articles on 'open' biosurveillance solutions and activities posted
in <a href="http://www.openhealthnews.com/search/node/biosurveillance">Open
Health News (OHN).</a></span></span></span></span></span></div>
</li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Marc
Wine is a senior health systems and health information technology
adviser in Washington, D.C. and co-author of the benchmark book,
<b><a href="https://sites.google.com/site/cosihealthit/home/books"><i>Medical
Informatics 20/20: Quality and Electronic Health Records through
Collaboration, Open Solutions and Innovation</i></a></b>, ( Jones and
Bartlett 2007)</span></span></div>
<div style="line-height: d%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: d%; margin-bottom: 0in;">
<br /></div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-75226183993744044192014-09-12T22:52:00.001-04:002014-09-12T22:52:49.297-04:00Understanding 'Open' Terminology<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;">Having
heard so many people using the terms “open systems”, “open computing”,
and “open source” interchangeably, believing they all mean the same
thing, it seemed appropriate to write a short blog defining some of
these terms and soliciting input on other ‘open’ terminology.</span></span><br />
<br />
<span><span style="font-family: Arial,Helvetica,sans-serif;">In general, the term “Open” often refers to initiatives whose inner
workings are exposed to the public and are capable of being further
modified or improved by any qualified individual or organization. “Open”
is the opposite of “proprietary” or “closed” environments. In the case
of software, this would mean that the “source code” is either <i>open</i> for all to access such as the Linux operating system or <i>closed</i>
systems such as Windows where only Microsoft programmers are able to
change the source code. </span></span><br />
<br />
<span><span style="font-family: Arial,Helvetica,sans-serif;">Other ‘open’ terminology often loosely bandied
about include:</span></span><br />
</span><ul>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Source Software (OSS)</b> - OSS refers to a
software program in which the source code is available to anyone for
use. It can be modified by anyone from its original design free of
up-front license fees. The source code is available for review,
modification, and sharing by the at-large community.</span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Standards</b> - The set of specifications
developed to define interoperability between diverse systems. The
standards are owned and maintained by a vendor-neutral organization
rather than by a specific commercial developer.</span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Systems</b> - Hardware and/or software systems
that use or adhere to open architecture and standards that support
interoperable to some degree. See <a href="http://en.wikipedia.org/wiki/Open_systems" target="_blank">http://en.wikipedia.org/wiki/Open_systems</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Architecture</b> - An Information Technology (IT)
architecture whose specifications are open and available to the public
and that provide a platform that enables continued evolution and
interoperability. See <a href="http://en.wikipedia.org/wiki/Open_architecture" target="_blank">http://en.wikipedia.org/wiki/Open_architecture</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Access</b> - Providing free and unrestricted access to journal articles, research findings, books, and other literature. See <a href="http://www.soros.org/openaccess" target="_blank">http://www.soros.org/openaccess</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Data</b> – Data that anyone is free to use, reuse and redistribute without restriction. For more detail, see <a href="http://opendefinition.org./" target="_blank">http://opendefinition.org.</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Data Format</b> - A standard way for describing
data formats, per the “Open Data Format Initiative (ODFI)”, and a
program to validate that a data file is “ODFI compliant”. See <a href="http://en.wikipedia.org/wiki/OpenDocument" target="_blank">http://en.wikipedia.org/wiki/OpenDocument</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Community</b> - An environment in which the
creative energy of large numbers of people is loosely coordinated into
large, meaningful collaborative projects and generally avoids the
traditional closed organization structure many are used to seeing in the
private sector.</span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Computing</b> - This is a general term used to
describe an “open” philosophy in building information technology (IT)
systems. It represents the principle that includes architecture and
technology procurement policies and practices that align IT with the
goals of an open interoperable computer systems environment.</span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Knowledge</b> - An open system of knowledge
transfer using the Internet and other information technologies to share
best practices, emerging practices, knowledge and innovations within one
or more “Community of Practice (CoP)” or across organizational
boundaries. Visit <a href="http://okfn.org/" target="_blank">http://okfn.org</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Publication License (OPL)</b> - This is a license
used for creating free and open publications created by the Open Content
Project. Other alternatives include the Creative Commons licenses, the
GNU Free Documentation License and the Free Art License. See <a href="http://opencontent.org/openpub/%20" target="_blank">http://opencontent.org/openpub/</a></span></span></span></li>
<li><span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><b>Open Source Hardware</b> - Hardware whose design is
made publicly available so that anyone can study, modify, distribute,
make, and sell the hardware based on that ‘open’ design. See <a href="http://freedomdefined.org/OSHW" target="_blank">http://freedomdefined.org/OSHW</a></span></span></span></li>
</ul>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">We are now seeing the emergence of new, related terms like ‘Open
Culture’ and ‘Open Society’ as more people and organizations around the
world adopt ‘open’ technologies and solutions and embrace the
philosophy behind them.</span></span><br />
<br />
<span><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Have you heard some other ‘open’ terminology being used that you can take a shot at defining and share with us?</b></i></span></span></span></div>
</div>
</div>
</div>
</div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-87353899222164986192014-09-03T10:22:00.000-04:002014-09-04T09:58:37.711-04:00UiEHR Presentation at OSEHRA Summit 2014<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">The
Unified integrated Electronic Health Record (UiEHR) is a fully
automated 'open architecture' solution
initially designed for potential use by the Military Health System
(MHS) and the Veterans Health Administration (VHA). It provides
seamless real-time interoperability and data interchange between the
EHR systems used by these two organizations.</span></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div align="JUSTIFY" style="margin-bottom: 0in; orphans: 2; widows: 2;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">TSRI spent the better part
of ten years building <i>Mumps to Java</i> automatic conversion
capabilities that now support a Unified integrated EHR (UiEHR) in the
Cloud. After completing a pilot project demonstrating the
capabilities of the system, TSRI has begun the rollout of a pre-alpha
release of UiEHR in time for the <b><a href="http://www.cvent.com/events/2014-osehra-open-source-ehr-summit-global-collaboration-in-healthcare-it/event-summary-4cca0458427a48a3bd460ab492483f40.aspx">OSEHRA
2014 Summit</a></b> being held this week in Bethesda, Maryland. It is
hoped that the OSEHRA community will review the system and
participate in continuing efforts to improve the system over time.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Clearly no such universal
iEHR/EMR system exists today. If it did, it would be omnipresent in
the world of medical care. It has become apparent that whoever
succeeds in creating such a system could change the world of
healthcare. The basic ingredients for such a system now exists. The
VA has stated that TSRI proved the concept with its UiEHR pilot
project. Now, TSRI wants to move beyond the pilot to a fully
integrated Mumps/Java co-located Cloud based solution. For that TSRI
needs to turn to the <b><a href="http://osehra.org/">Open Source
Electronic Health Record Alliance (OSEHRA)</a></b> programming community.</span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">The
following are some of the characteristics of the UiEHR solution
according to TSRI:</span></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<ul>
<li><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">“Push-Button”
Conversion from Mumps to Java Cloud
- Conversion of Single Systems
of 2.1 to 2.5 Million lines of code in 1 hour 20 min
.</span></span></span></div>
</li>
<li><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">No
human intervention is required after conversion of the code to hand
tune the code. Simply replace
MUMPS with the JSE/JEE modules generated by the translator.
</span></span></span></div>
</li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">Original
code and modernized code can interoperate and can be run at the same
time.
</span></span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">Performance
of the modernized code is better than MUMPS code, and is elastic and
scalable in cloud-based
PAAS/IAAS.
</span></span></span></li>
<li>
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">Translation
is extremely accurate. Currently, a five sigma rate level of
accuracy (less than 1 functional
error per 100,000 lines of code translated) has been demonstrated. </span></span></span>
</div>
</li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">MUMPS
computer code can operating in parallel with the modernized code until the
decision is made to pull the plug on MUMPS.
</span></span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
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<td style="border: 1px solid rgb(0, 0, 0); padding: 0.04in;" valign="TOP" width="100%"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">Senior health IT leadership of both </span>the U.S. Department of Defense (DoD) and the Department of Veterans Affairs (VA) have stated that
TSRI proved the concept in separate pilot projects conducted by TSRI for
each organization.</span></span></td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">TSRI's
solution can create a world in which there are no barriers between
diverse EHR systems. It allows organizations to move their legacy EHR
systems into a unified cloud-based system - i.e. UiEHR.
For more
technical detail, attend the UiEHR presentation by TSRI at this
year's OSEHRA Summit. You can also go to <b><a href="http://tsri.com/">The
Software Revolution Incorporated (TSRI)</a></b> web
site.</span></span></span></div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-58870601204193553322014-08-24T16:34:00.000-04:002014-08-26T09:39:00.061-04:00Recommendations for New Legislation & Regulations Supporting the Use of 'Big Data' in Healthcare<div dir="ltr" style="text-align: left;" trbidi="on">
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<i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By Marc Wine & Peter Groen</span></span></i></div>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Our
nation’s healthcare system is in transformation from consumers
paying a fee-for-service to paying for value-based outcomes of
quality services. The collection, storage, analysis, and use of 'Big
Data' are key to bringing about this transformation.</span></span><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
aim of this article is to provide a high level overview and
recommendations to leaders in the healthcare industry, health
information technology (IT) companies, and healthcare consumers about
needed changes in legislation and regulations that will help
facilitate the transformation of the healthcare sector, safely and
securely.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">This
article focuses on selected high priority areas of healthcare
delivery and health information technology (IT) that require a new
framework and legislation to further encourage 'open access' and use of
'Big Data' to facilitate more effective direction and
decision-making. </span></span>
<br />
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></div>
<div style="text-align: left;">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Background</b></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
healthcare industry is still largely unprepared to deal with the
flood of 'Big Data' being generated by Electronic Health Record
(EHR) and Personal Health Records (PHR) systems that now include
medical images, genomic data, and even biometric data generated by
smart devices - all interconnected by Health Information Exchange
(HIE) networks. There is a need for new legislation, regulations, and
guidelines to help more effectively collect, store, analyze, and use
'Big Data' to improve healthcare for all.</span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;"><span lang="en">Motivated
by a desire to raise awareness and initiate a more detailed
discussion about the topic of 'Big Data' in healthcare by lawmakers,
consumers, healthcare organizations and the health IT industry, a
detailed draft report was produced entitled, “A Congressional
Analysis and Recommendations for Enhancing the Use of Big Data in
Healthcare.” It was hoped the report could be used to help
decision-making by key organizations like the Health Information
Systems Society (HIMSS), eHealth Initiative (eHi), and the 'open
source' EHR development community to encourage further collaboration
in developing new and innovative 'open' solutions related to 'Big
Data' in healthcare. </span></span><span style="color: black;"><span lang="en">This
article contains highlights from that report.</span></span></span></span><br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Selected
'Big Data' </b><b>Projects
in Healthcare </b></span></span>
</div>
<div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
</div>
<div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Million
Veteran Program (MVP)</b> - This is an initiative supported by the
Department of Veterans Affairs (VA) to enroll one million Veterans
who are active users of the VA healthcare system into a genetic
epidemiology cohort. Participants give informed consent and HIPAA
authorization for unrestricted use of their electronic medical
record (EMR) data and completed case report form (CRF) data for
IRB approved research purposes. Additionally, they agree to future
re-contact for the purpose of additional data collection and
donate a sample of blood for storage and testing. To date
approximately 250,000 subjects have been enrolled in MVP from 50
VA Medical Centers participating in the enrollment phase of the
study. The intention is to create a platform that allows
researchers to use the MVP data to better understand the genetic
relationships to veterans suicidal conditions, PTSD/TBI, substance
abuse and Alzheimer’s Disease. <i>(SOURCE: Massachusetts Veterans
Epidemiology Research and Information Center and Million Veteran
Program)</i></span></span></div>
<div class="western">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Center
for Medicare and Medicaid Services (CMS)</b> - CMS has put
together a centralized approach to using Big Data and predictive
analytics. As part of their Fraud Prevention System and Medicare’s
anti-fraud program, assembled a repository of algorithms to target
specific claim and provider types. The goal of the program is to
keep individuals and companies that intend to defraud out of the
system. It also equips CMS with the tools to recognize fraudulent
claims and eliminate payment errors. For example Big Data tools
can be used to review large healthcare claims and billing
information to target payment risk associated with each provider;
over-utilization of services in very short-time windows; and
patients simultaneously enrolled in multiple states. <i> (SOURCE:
Government Health IT, Top 9 Fraud and Abuse Areas for Big Data,
May 2012)</i></span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="line-height: 0.14in; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;"><b>Key
Issues & Challenges</b></span></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
President's
priority for the public and private sector to harness the power of
'Big
Data'
for boosting productivity, generating innovation and improving
citizen’s health through
the power of collaboration and open solutions is commendable.
Continued discussions
about
'Big
Data'
and associated
f<span style="color: #262626;">ederal
law</span><span style="color: #262626;">s
and regulations</span><span style="color: #262626;">
</span><span style="color: #262626;">will
help lead to </span><span style="color: #262626;">a
better understanding about </span><span style="color: #262626;">what
next steps to take in the healthcare arena.</span></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;"><i> </i></span></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;"><i>The
following are some of the key issues or challenges faced with regards
to the use of 'Big Data' by the healthcare industry, especially as
health IT systems see more widespread use and continue to evolve -
adding genomic data, medical images, and biometric data collected by
a wide range of smart devices. </i></span></span></span>
</div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Concerns
about privacy and security should receive the highest priority when
crafting and issuing new law and regulations related to 'Big Data.’</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Manipulation
of information about price, quality and access to care are often
kept secret by healthcare providers to maintain a competitive edge
and hide many shortcomings.</span></span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Physician
documentation styles vary substantially, making errors and omissions
in data collection difficult to identify.</span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">The
use of health information entered by consumers and aggregated into
'Big Data' systems can intentionally and unintentionally introduce
systematic errors.</span>
</span></span>
</li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">There
is a need to </span><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">rationalize
complex, often conflicting legal frameworks as the stakes rise and
'Big Data' becomes one of the keys to the future of healthcare.</span></span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Much
clinical data is still stored in 'unstructured' form within EHR
systems, making it difficult to access for effective use when
analyzing 'Big Data'.</span></span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The difference
between 'Open Data' and 'Big Data' needs to be clarified and
understood when crafting new policies and legislation.</span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="western" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Without
consensus on clearly defined, concrete standards and a new healthcare
roadmap for </span><span style="color: #262626;">use
of '</span><span style="color: #262626;">Big
Data</span><span style="color: #262626;">'</span><span style="color: #262626;">
for analytic</span><span style="color: #262626;">al</span><span style="color: #262626;">
and decision-making </span><span style="color: #262626;">purposes</span><span style="color: #262626;">,
healthcare organizations and </span><span style="color: #262626;">providers
</span><span style="color: #262626;">are
likely to generate data that is not trusted and useful.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="line-height: 0.14in; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Major
Findings & Observations</b></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div style="line-height: 0.14in; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Empowering
people with 'Big Data' for use in generating both quality and
cost efficiency
will require all special interests coming to grips with information
systems and new business processes that will help move the nation’s
health providers and consumers towards a continuously <i>Learning Health System,</i> while
also expanding the adoption of better interoperable technologies.</span></span></span></div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>The
following are some key observations and findings related to the
current state of affairs concerning the use of 'Big Data' in
healthcare:</i></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">A
look ahead promises sweeping change in healthcare as a result of the
new Affordable Care Act (ACA). Healthcare reforms need to
address the topic of 'Big Data'.</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Standardization
of healthcare data is still a ways off. Health IT systems and the
data they contain often are comprised of incompatible formats and
definitions for similar data elements.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">'Big
Data' is also still often kept in hard-to-penetrate silos owned by
companies that are less than willing to share the data collected by
their proprietary systems.</span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The quality of 'Big
Data' is still an issue. To derive from insights from data collected
by healthcare systems, it is critical that they be accurate,
complete, and semantically harmonized.</span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Lawmakers
and regulators, health providers and vendors plus the consuming
public have yet to fully understand the relationship between 'Open
Data' and 'Big Data' in healthcare.</span></span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Increasingly,
healthcare institutions have access to digitized patient medical
records containing massive amounts of raw data. </span></span>
</li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Much of the
available health data are in textual form. While textual data are
convenient for tasks such as review by clinicians, they present
significant obstacles for graphic presentation, searching,
summarization, and statistical analysis.</span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">An interoperable
and 'open' data architecture and infrastructure are key to enabling
the collection, storage, and analysis of 'Big Data' in healthcare.</span></span></li>
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">'Big
Data' technologies have emerged that have the capability to
better data mine and analyze data now accessible via emerging health
information exchange (HIE) networks. </span></span></span>
</li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
</div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">To
summarize, there is a need for </span></span><span style="color: #262626;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">Congress
and regulating agencies </span></span><span style="color: #262626;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">to
carefully craft new</span></span><span style="color: #262626;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">
legislation </span></span><span style="color: #262626;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">and
regulations further </span></span><span style="color: #262626;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">enabling
ways to better leverage 'Big Data' in healthcare.</span></span></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #000033;"><b><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">Conclusions
& Recommendations</span></b></span></span></span></div>
<div style="text-align: left;">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
key challenge now is whether we will limit the capacities of Big
Data to outmoded legal and regulatory processes of enforcement or
broaden them to affirmatively improve public health and reduce
costs by creating <i>Open</i>
Big Data. </span></span>
</div>
<div style="text-align: left;">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #000033;"><i><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">The
following are some key recommendations that Congress, regulatory
agencies, industry leaders, and consumer groups might want to
consider related to 'Big Data' and the healthcare sector.</span></i></span></span></span>
</div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #222222;"><span style="background: none repeat scroll 0% 0% rgb(255, 255, 255);">Congress
and regulators should encourage increased collaboration between the
public and private sector entities so new and innovative
technologies, business processes and solutions related to 'Big Data' can be
unleashed</span></span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Congress
should ensure that large-hospital provider networks will take no
steps to inhibit the openness of the 'Big Data' marketplace that
might be harmful to consumers’ interests.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Congress
should encourage research, analysis and meaningful use of 'Big Data'
now being captured by EHR systems</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Congress
and HHS should revise HIPAA to allow and encourage further sharing
of personal health data between healthcare organizations.</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Congress
should establish additional HIPAA privacy guidelines for setting up and
deleting all personally identifiable data after a designated timeframe and allow consumers to </span><span style="color: #262626;"><i>opt-in</i></span><span style="color: #262626;"> as anonymous </span><span style="color: #262626;"><i>data
donors</i></span><span style="color: #262626;">
to support healthcare research.</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">CMS
should determine and publish national criteria and standards for the
enhanced use of 'Big Data' when measuring improvements in quality of
care by Medicare and Medicaid programs. </span></span></span>
</li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">For
healthcare consumers, Congress should continue to help create a more
trusted view of pricing for common procedures across the U.S.
healthcare system.</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Congress,
HHS, FDA, and other regulatory agencies strive to establish laws,
regulations and guidance with regards to data being generated by
the growing number of smart healthcare devices that are part of the
Internet of Things (IoT).</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: #262626;">Especially with
regards to Public Health, CDC should issue regulations requiring
more collaboration and sharing of data between public and </span>private
sector healthcare providers. </span></span>
</li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Congress
should legislate that all data and studies generated by government
funded healthcare research ought to be shared and published in 'open
access' journals.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Congress
should develop legislation that provides investments for creative
partnerships between universities and health IT vendor in order to
better educate healthcare professionals and administrators in the
analysis and meaningful use of 'Big Data'.</span></span></li>
</ul>
</div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></div>
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Again,
our nation’s healthcare system is undergoing a major transformation
and the collection, storage, analysis, and use of 'Big Data' are key
to bringing about this transformation. Whenever and wherever
possible, 'Big Data' in healthcare must be made more<span style="color: #262626;">
transparent and 'open'. This will facilitate the need for increased
collaboration and data sharing across the healthcare sector leading to the development of
many new and innovative solutions that may result in improving health
and healthcare for everyone.</span></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><span style="color: #262626;"><b>Other
selected articles on </b></span><span style="color: #262626;"><b>the
use of </b></span><span style="color: #262626;"><b>'</b></span><span style="color: #262626;"><b>Big
Data</b></span><span style="color: #262626;"><b>'</b></span><span style="color: #262626;"><b>
in healthcare include:</b></span></i></span></span></div>
<div style="text-align: left;">
<ul style="text-align: left;">
<li><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a class="western" href="http://www.govexec.com/excellence/promising-practices/2013/12/how-va-using-big-data-keep-patients-out-hospital/75935/">How
VA is Using Big Data to Keep Patients Out of the Hospital</a></span></span></i>
</li>
<li><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a class="western" href="http://www.informationweek.com/big-data/big-data-analytics/big-data-project-analyzes-veterans-suicide-risk/d/d-id/1110668">Big
Data Project Analyzes Veterans Suicide Risk</a></span></span></i>
</li>
<li><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a class="western" href="http://healthitanalytics.com/2014/07/14/nih-develops-big-data-plan-to-encourage-research-analytics/">NIH
Develops Big Data Plan to Encourage Research, Analytics</a></span></span></i>
</li>
<li><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a class="western" href="http://healthaffairs.org/blog/2014/08/20/consumer-generated-data-in-a-big-data-world-report-from-the-california-healthcare-foundation/?cat=grantwatch">Consumer-Generated
Data in a Big Data World: Report for California Healthcare
Foundation</a></span></span></i>
</li>
</ul>
</div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-56750043229349617332014-06-12T13:12:00.000-04:002014-06-12T14:24:29.414-04:00VistA and Other 'Open Source' EHR Systems in Kansas & the Great Plains States<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The installation and use of 'open source' electronic health record
(EHR) systems have continued to spread across Kansas and other states
across the U.S. See the <b><a href="https://www.google.com/fusiontables/DataSource?snapid=S1068516ZG-1" rel="nofollow" target="_blank">map of healthcare facilities</a></b>
running some variant of the open source VistA electronic health record
(EHR) system in Kansas and other states in the Great Plains.</span></span><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://www.google.com/fusiontables/DataSource?snapid=S1068516ZG-1" target="_blank"><img alt="https://www.google.com/fusiontables/DataSource?snapid=S1068516ZG-1" border="0" src="http://1.bp.blogspot.com/-f78Z9ZPoRfE/U5nv-mczbrI/AAAAAAAAAr4/Bmk5bQXUiEI/s1600/VistA+USA.jpg" height="161" width="320" /></a></div>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>The
Great Plains are a broad expanse of flat lands in the U.S. lying west
of the Mississippi River and east of the Rocky Mountains. The heart of
the Great Plains states include North Dakota, South Dakota, Nebraska,
and Kansas, as well as parts of Colorado, Montana, Oklahoma, and
Wyoming.</i><br /><br />In the state of Kansas, all of the U.S. Department
of Veterans Affairs (VA) healthcare facilities are continuing to use the
well known, award winning <a href="http://www.openhealthnews.com/content/vista-0">VistA System</a>. VA healthcare facilities using VistA include the following VA hospitals, outpatient clinics, and nursing homes:</span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" style="width: 524px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Leavenworth VA Medical Center<br />• Topeka VA Medical Center<br />• Chanute VA Clinic<br />• Emporia VA Clinic<br />• Ft Scott VA Clinic<br />• Ft. Dodge VA Clinic<br />• Garnett VA Clinic<br />• Hays VA Clinic<br />• Holton VA Clinic<br />• Hutchinson VA Clinic</span></span></td><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Johnson County VA Clinic<br />• Junction City VA Clinic<br />• Lawrence VA Clinic<br />• Liberal VA Clinic<br />• Louisburg-Paola VA Clinic<br />• Seneca VA Clinic<br />• Parsons VA Clinic<br />• Salina VA Clinic<br />• Wyandotte VA Clinic<br />• Wichita VA Medical Center (VAMROC)</span></span></td></tr>
</tbody></table>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
following Indian Health Service (IHS) or Native American Tribal
healthcare facilities in Kansas are currently using a variant of the
VistA system known as <a href="http://www.openhealthnews.com/content/resource-patient-management-system-rpms">RPMS</a>:</span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" style="width: 530px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• White Cloud IHS Clinic <br />• Haskell IHS Clinic</span></span></td><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Hunter Health Urban Clinic<br />• Prairie Band Potawatomi Tribal Clinic</span></span></td></tr>
</tbody></table>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
following are other Federal, State, and local government healthcare
facilities in Kansas currently using other derivatives of the VistA
system, e.g. <a href="http://www.openhealthnews.com/content/composite-health-care-system-chcs">CHCS</a>, <a href="http://www.openhealthnews.com/content/openvista">OpenVistA</a>, <a href="http://www.openhealthnews.com/content/vxvista">vxVistA</a>, <a href="http://www.worldvista.org/" rel="nofollow">WorldVistA</a>.</span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" style="width: 521px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Fort Riley Army Community Hospital<br />• 22nd Medical Group - McConnell AFB</span></span></td><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• U.S. Army Health Center - Fort Leavenworth</span></span></td></tr>
</tbody></table>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">See the <a href="https://www.google.com/fusiontables/DataSource?snapid=S935808t8PD" rel="nofollow">map of all healthcare facilities</a>
running some variant of the open source VistA electronic health record
(EHR) system in Kansas, other states across the U.S., and in other
countries around the world. VistA, or one of its derivatives, is one of
the most widely used EHR systems in the country.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Other popular
'open source' EHR systems in use across Kansas and the Great Plains
include OpenEMR and OpenMRS. It has been estimated that there are more
than 5,000 installations of <a href="http://www.openhealthnews.com/content/openemr">OpenEMR</a>
in physician offices and other small healthcare facilities across the
U.S. serving more than 30 million patients. Further, conservative
estimates by the OpenEMR Organization (OEMR) indicate that OpenEMR is
installed in over 15,000 healthcare facilities around the world,
translating into more than 45,000 practitioners using the system serving
approximately 90 million patients. As of 2013, <a href="http://www.openhealthnews.com/content/openmrs-0">OpenMRS</a>
was in use at over 120 facilities in more than 30 countries and had
been used to record over 2.5 million patient records around the world. <i>See the <a href="http://openmrs.org/atlas/" rel="nofollow" target="_blank">map of OpenMRS installations</a>.</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Don't forget to read <a href="https://www.google.com/fusiontables/DataSource?snapid=S935808t8PD" rel="nofollow">related articles</a>
about 'open source', 'open data', 'open access', and 'open standards'
in Kansas and other states that have been posted on Open Health News (OHN).</span></span></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-42415612554860387412014-05-25T10:21:00.000-04:002014-05-25T10:21:14.122-04:00It's Easy! It's Time! Go ahead and install Linux on your old XP PC <div dir="ltr" style="text-align: left;" trbidi="on">
<div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;">I finally started broke down and bought
a new laptop to replace my old one at home that still runs Microsoft XP. I
started using Windows 8.1 and was not pleased. So many unwanted
features that keep disrupting my use of the computer. I guess it will
just take time to adjust, but...</span></span></span></div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></span>
</div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;">As a result, I decided to install Linux
Mint on my old XP laptop. I looked on the web and found an article
entitled “<a href="http://www.zdnet.com/how-to-install-linux-mint-on-your-xp-pc-7000027900/">How
to install Linux Mint on your XP PC</a>” published by ZDNet. Great
article! I followed the instructions and within an hour had installed
Linux on my old PC.</span></span></span></div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></span>
</div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;">Fantastic, easy to do, and so much more
user friendly. Oh! Also at no cost. I avoided this for years. Silly
me. I had tried Linux about 6-7 years ago and was not pleased. I went
back to my trusty Microsoft XP system. But times have changed. I am
really impressed with Linux Mint.
</span></span></span></div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></span>
</div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;">As a result, my new PC running Windows
8.1 has become my backup system and my old PC running Linux Mint has
become my primary system. BTW – it came with Firefox, LibreOffice,
GIMP, Thunderbird eMail, and many other of the best free and open
source software (FOSS) products.</span></span></span></div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;"><span><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></span>
</div>
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span></span><div style="margin-bottom: 0in;">
<span style="font-size: small;">
<span><span style="font-family: Arial,Helvetica,sans-serif;">I highly recommend that anyone that has
an old PC running XP should install Linux Mint before they think
about buying a new PC with Windows 8.1 Share this with your colleagues.</span></span></span>
</div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-69805206818354744842014-05-14T16:45:00.000-04:002014-05-14T16:45:00.823-04:00VistA & 'Open' EHR Systems spread across West Virginia & Appalachia<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The installation and use of 'open source' electronic health record
(EHR) systems have continued to spread across West Virginia and many
other states across the U.S. See the <a href="https://www.google.com/fusiontables/DataSource?snapid=S1054111a6no" rel="nofollow">map of healthcare facilities</a>
running some variant of the open source VistA electronic health record
(EHR) system in West Virginia and other Appalachian states.</span></span><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://1.bp.blogspot.com/-Wu9T9hjrRyY/U3PUAtt6dVI/AAAAAAAAAq8/xszcKVETBG8/s1600/VistA+Map+PaOh+Cropped.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-Wu9T9hjrRyY/U3PUAtt6dVI/AAAAAAAAAq8/xszcKVETBG8/s1600/VistA+Map+PaOh+Cropped.JPG" height="184" width="320" /></a></span></span></div>
<div style="margin-left: 120px;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://www.google.com/fusiontables/DataSource?snapid=S1054111a6no" rel="nofollow" target="_blank"><br /></a></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><em>Appalachia
is a cultural region in the mountainous states of the eastern U.S.
stretching from northern Alabama, though Georgia, Tennessee, Kentucky,
Virginia, West Virginia, Pennsylvania, to the southern tip of New York
state. – See <a href="http://en.wikipedia.org/wiki/Appalachia" rel="nofollow">Wikipedia.</a></em></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
the state of West Virginia , all of the U.S. Department of Veterans
Affairs (VA) healthcare facilities are continuing to use the well known,
award winning <a href="http://www.openhealthnews.com/content/vista-0">VistA System</a>. VA healthcare facilities (i.e. hospitals, outpatient clinics, nursing homes) using VistA include the:</span></span><br />
<div style="text-align: center;">
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 527px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Beckley VA Medical Center<br />• Sutton/Braxton County VA Clinic<br />• Charleston VA Clinic<br />• Clarksburg VA Medical Center<br />• Franklin VA Clinic<br />• Greenbrier County VA Clinic<br />• Huntington VA Medical Center </span></span></td><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Martinsburg VA Medical Center<br />• Logan VA Clinic<br />• Westover/Monongalia County VA Clinic<br />• Petersburg VA Clinic<br />• Tucker County VA Clinic<br />• Williamson VA Clinic<br />• Wood County VA Clinic</span></span></td></tr>
</tbody></table>
<div style="text-align: center;">
<br /></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
following are other Federal, State, and local government healthcare
facilities in West Virginia currently using other derivatives of the
VistA system, e.g. <a href="http://www.openhealthnews.com/content/resource-patient-management-system-rpms">RPMS</a>, <a href="http://www.openhealthnews.com/content/composite-health-care-system-chcs">CHCS</a>, <a href="http://www.openhealthnews.com/content/openvista">OpenVistA</a>, <a href="http://www.openhealthnews.com/content/vxvista">vxVistA</a>, <a href="http://www.openhealthnews.com/content/worldvista">WorldVistA</a>.</span></span><br />
<div style="text-align: center;">
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 512px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Mildred Mitchell-Bateman State Hospital<br />• John Manchin Sr. Hospital<br />• William R. Sharpe, Jr. Hospital<br />• Lakin State Hospital<br />• Jackie Withrow Hospital </span></span></td><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Hopemont Hospital<br />• Welch Community Hospital<br />• WV State Veterans Home<br />• CHNWV Rural Health Clinics</span></span></td></tr>
</tbody></table>
<div style="text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><em>* Community Health Network of West Virginia (CHNWV)</em></span></span></div>
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">See the <a href="https://www.google.com/fusiontables/DataSource?snapid=S935808t8PD" rel="nofollow">map of all healthcare facilities</a>
running some variant of the open source VistA electronic health record
(EHR) system in Appalachia and other states across the U.S. The VistA system, or
one of its derivatives, is one of the most widely used EHR systems in
the country.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Finally, other popular 'open source' EHR systems in
use across West Virginia and other Appalachian states include OpenEMR
and OpenMRS. It has been estimated that there are more than 5,000
installations of <a href="http://www.openhealthnews.com/content/openemr">OpenEMR</a>
in physician offices and other small healthcare facilities across the
U.S. serving more than 30 million patients. Further, conservative
estimates by the OpenEMR Organization(OEMR) indicate that OpenEMR is
installed in over 15,000 healthcare facilities around the world,
translating into more than 45,000 practitioners using the system serving
approximately 90 million patients. As of 2012, <a href="http://www.openhealthnews.com/content/openmrs-0">OpenMRS</a>
was in use at over 100 facilities in more than 30 countries and had
been used to record over 2 million patient records around the world. <em>See <a href="http://openmrs.org/atlas/" rel="nofollow">map of OpenMRS installations</a>.</em></span></span><br />
<br /><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span><div class="view-title">
<i><b><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">See Related Items Published in <a href="http://www.openhealthnews.com/" target="_blank">Open Health News</a>: </span></span></b></i></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><div class="views-row views-row-1 views-row-odd views-row-first">
<ul style="text-align: left;">
<li>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span class="field-content"><a href="http://www.openhealthnews.com/hotnews/minnesota-great-lake-states-using-vista-other-open-source-ehr-systems">Minnesota & Great Lake States using VistA & Other Open Source EHR Systems</a></span></span></span>
</li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
<span class="field-content"><a href="http://www.openhealthnews.com/hotnews/keeping-track-washington-state-many-others-embracing-vista-open-source-ehr-system">Keeping Track of Washington State & Many Others Embracing the VistA 'Open Source' EHR System</a></span></span></span>
</li>
</ul>
</div>
<div class="views-row views-row-2 views-row-even">
</div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com2tag:blogger.com,1999:blog-578182129466002550.post-25836950257009382432014-05-14T12:16:00.002-04:002014-05-14T12:16:25.327-04:00<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;">
<div dir="ltr" style="text-align: left;">
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><span style="color: black;">I just looked over the "Top 50 Open Source Companies Ranked
by Momentum Index" posted at <a href="http://momentumindex.com/50-open-source-momentum-index/">http://momentumindex.com/50-open-source-momentum-index/</a> These are </span>businesses built on top of
open source technologies. The list of successful companies is growing and investors
have been pouring money into them. </span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
<span>
</span><br />
</span></span><div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><span style="color: black;">The following are selected mid-size open source companies to watch
and possibly invest in as they grow and go public over time. Many of
these were simply open source projects just 5 years ago. They're now thriving
startup companies that continue to innovate, expand, and position themselves to
become some of the top companies in the future as we move further into the 21<sup>st</sup>
century 'Information Age' where <a href="http://www.cositech.net/" target="_blank">collaboration, open solutions, and innovation (COSI)</a> are king.</span></span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
<span>
</span><br />
</span></span><div class="MsoNormal" style="text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><b><span style="color: black;">Company
& Website</span></b></span></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
<span>
</span><br />
</span></span><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none;">
<tbody>
<tr>
<td style="border: 1pt solid windowtext; padding: 0in 5.4pt; width: 159.6pt;" valign="top" width="213"><table border="0" cellpadding="0" class="MsoNormalTable" style="width: 159px;">
<tbody>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://www.redhat.com/">redhat.com</a>
</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://hortonworks.com/" target="_blank">hortonworks.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://datastax.com/" target="_blank">datastax.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://mongodb.com/" target="_blank">mongodb.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://mulesoft.com/" target="_blank">mulesoft.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://mapr.com/" target="_blank">mapr.com</a>
</span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://cloudera.com/" target="_blank">cloudera.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://couchbase.com/" target="_blank">couchbase.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://automattic.com/" target="_blank">automattic.com</a></span></span></span></div>
</td></tr>
<tr><td style="padding: 0.75pt;"><br /></td></tr>
</tbody></table>
</td><td style="-moz-border-bottom-colors: none; -moz-border-left-colors: none; -moz-border-right-colors: none; -moz-border-top-colors: none; border-color: windowtext windowtext windowtext -moz-use-text-color; border-image: none; border-style: solid solid solid none; border-width: 1pt 1pt 1pt medium; padding: 0in 5.4pt; width: 159.6pt;" valign="top" width="213"><table border="0" cellpadding="0" class="MsoNormalTable" style="width: 159px;"><tbody>
<tr><td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://pentaho.com/" target="_blank">pentaho.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://kaltura.com/" target="_blank">kaltura.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://revolutionanalytics.com/" target="_blank">revolutionanalytics.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://talend.com/" target="_blank">talend.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://acquia.com/" target="_blank">acquia.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://bonitasoft.com/" target="_blank">bonitasoft.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://forgerock.com/" target="_blank">forgerock.com</a></span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></td></tr>
<tr><td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://appcelerator.com/" target="_blank">appcelerator.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://sugarcrm.com/" target="_blank">sugarcrm.com</a></span></span></span></div>
</td></tr>
<tr><td style="padding: 0.75pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></td></tr>
</tbody></table>
</td><td style="-moz-border-bottom-colors: none; -moz-border-left-colors: none; -moz-border-right-colors: none; -moz-border-top-colors: none; border-color: windowtext windowtext windowtext -moz-use-text-color; border-image: none; border-style: solid solid solid none; border-width: 1pt 1pt 1pt medium; padding: 0in 5.4pt; width: 159.6pt;" valign="top" width="213"><table border="0" cellpadding="0" class="MsoNormalTable" style="width: 159px;"><tbody>
<tr><td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://cignex.com/" target="_blank">cignex.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://alfresco.com/" target="_blank">alfresco.com</a> </span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://zend.com/" target="_blank">zend.com</a>
</span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></td></tr>
<tr><td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://enterprisedb.com/" target="_blank">enterprisedb.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://datameer.com/" target="_blank">datameer.com</a> </span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://basho.com/" target="_blank">basho.com</a>
</span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></td></tr>
<tr><td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://blackducksoftware.com/" target="_blank">blackducksoftware.com</a> </span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://zenoss.com/" target="_blank">zenoss.com</a></span></span></span></div>
</td>
</tr>
<tr>
<td style="padding: 0.75pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></td></tr>
<tr><td style="padding: 0.75pt;"><div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><a href="http://eucalyptus.com/" target="_blank">eucalyptus.com</a><b><i><span style="color: black;"><br /></span></i></b></span></span></span></div>
</td></tr>
</tbody></table>
</td></tr>
</tbody></table>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><b><i><span style="color: black;"> </span></i></b></span></span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span><b><i><span style="color: black;">What other companies do you think ought to be added to the list? Companies in the 'Open' Health IT space?</span></i></b></span></span></span></div>
</div>
</div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-1510431921272435272014-04-21T15:52:00.002-04:002014-04-27T14:26:14.617-04:00Keeping Tabs on DNA Biocomputing Systems <div dir="ltr" style="text-align: left;" trbidi="on">
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</o:shapelayout></xml><![endif]--><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Ha<span style="font-weight: normal;">ve you heard of <a href="http://en.wikipedia.org/wiki/DNA_computing">DNA computing</a>,
biocomputers, or biomolecular computers before? I've been keeping an eye on progress
in this field for almost 20 years. It may finally be time for you to do the
same.</span></span></span><br />
<div align="left" class="MsoTitle" style="margin-left: 0in; text-align: left; text-indent: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div align="left" class="MsoTitle" style="margin-left: 0in; text-align: left; text-indent: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="font-weight: normal;">Simply put, <a href="http://en.wikipedia.org/wiki/Biocomputer">Biocomputers</a></span><span lang="EN" style="font-weight: normal;"> </span><span style="font-weight: normal;">are</span><span style="font-weight: normal;"> an evolving form of computing solutions
that use DNA, biochemistry and molecular biology, instead of the traditional
silicon-based computer technologies. </span></span></span></div>
<div align="left" class="MsoTitle" style="margin-left: 0in; text-align: left; text-indent: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div class="MsoNormal" style="margin-left: 0in; text-indent: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN">The promising field of biomolecular computer research
utilizes the science behind nano-sized biomaterials to create various forms of
computational devices, which may have many future applications in healthcare. </span></span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="font-weight: normal;">Biocomputers are still in the research and
development stage and have quite a way to go before a range of viable
commercial products will emerge. </span><span style="font-weight: normal;">However, DNA computing, or biomolecular computing, has now become a fast
developing interdisciplinary area. </span></span></span></div>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<h1 style="margin-left: 0in; text-indent: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><span style="font-style: normal;">Brief Timeline</span></u></span></span></h1>
<h1>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-style: normal; font-weight: normal;">Back
in the late 1990's, the first articles began to appear</span><span class="headline">
</span><span class="headline"><span style="font-style: normal; font-weight: normal;">about
scientists and</span></span><span style="font-style: normal; font-weight: normal;"> researchers who
were working on biocomputer systems of the future. </span></span></span></h1>
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The first proof-of-concept using DNA
to perform computation was carried out by Professor Leonard Adleman at the
University of Southern California in 1994.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span class="c0">In 1997,
researchers at the University of Rochester developed DNA Logic Gates.</span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
March 2002, NASA Jet Propulsion Lab issued a press release on “Using 'Nature's
Toolbox, a DNA Computer Solves a Complex Problem”. It stated that a DNA-based
computer had solved a logic problem that no person could complete by hand.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="color: black;">In February 2003, National Geographic News
published an article on “</span><span style="color: black;">Computers Made from DNA and Enzymes”, reporting</span><i><span style="color: black;"> </span></i><span lang="EN" style="color: black;">that </span>Israeli
scientists had devised a biocomputer that can perform 330 trillion operations
per second, more than 100,000 times the speed of the fastest PC. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
April 2004, an article in Science Daily <span lang="EN" style="color: black;">entitled “</span>Biological
Computer Diagnoses Cancer and Produces the Drug”<b><i> </i></b><span lang="EN" style="color: black;">stated that a </span>biomolecular computer had been developed that diagnosed <i>in
vitro</i> a form of cancer - and then performed an appropriate medical
intervention by producing a biologically active molecule with anti-cancer
activity. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">HPC
Wire reported in March 2005 that a<span lang="EN"> new version of a biomolecular computer developed at the
Technion-Israel Institute of Technology, composed entirely of DNA molecules and
enzymes, could perform as many as a billion different programs simultaneously. </span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="color: black;">In August </span><span lang="EN" style="color: black;">2006, CNN Technology reported that </span><span style="color: black;">s</span>cientists
at Columbia University and the University of New Mexico had produced a
biocomputer system called MAYA-II. The system had a molecular array of YES and
AND logic gates made up of 100 DNA circuits. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="color: black;">In a May 2007, a
Medical<i> </i></span><span lang="EN" style="color: black;">News
Today article entitled “Scientists Develop Tiny Implantable Biocomputers”
reported that researchers at Harvard University and Princeton University had
made a crucial step toward building biological computers - tiny implantable
devices that can monitor the activities and characteristics of human cells. </span></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="color: black;">In 2010, an article in New Scientist reported
that </span>DNA-based logic gates which could carry
out calculations inside the body had been constructed for the first time. The
work finally brought the prospect of injectable biocomputers programmed to
target specific diseases into reality.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
2011, the 17<sup>th</sup> International Conference on DNA Computing and
Molecular Programming was held at the
California Institute of Technology (Caltech) in Pasadena, California.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
January 2013, researchers were able to store a JPEG photograph, a set of
Shakespearean sonnets, and an audio file of Martin Luther King, Jr.'s speech "I
Have a Dream" on <a href="http://en.wikipedia.org/wiki/DNA_digital_data_storage">DNA digital data
storage</a>.<a href="https://www.blogger.com/null" name="cite_ref-10"></a> </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
March 2013, a team of bioengineers from Stanford University, led by <a href="http://en.wikipedia.org/wiki/Drew_Endy">Drew Endy</a>, announced that had
created the biological equivalent of a transistor, which they dubbed a "<a href="http://en.wikipedia.org/wiki/Transcriptor">transcriptor</a>". The
invention was the final of the three key components necessary to build a fully
functional biocomputer. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span style="font-weight: normal;">In May 2013, Israeli scientists</span></b><b> </b>at the <a href="http://www.technion.ac.il/en/">Technion-Israel Institute of Technology</a>
created an advanced biological transducer. The machine can manipulate genetic
codes, and use the output as new input for subsequent computations. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
May 2013, Ehud Keinan of the Technion Schulich Faculty of Chemistry in Israel
in cooperation with the Scripps Research Institute in La Jolla, California,
designed a novel, synthetic molecular computing device that computes
iteratively and produces biologically significant results. <i> See <a href="http://www.atomrain.com/it/science/innovative-biocomputing-molecular-transducer-high-computing-power">http://www.atomrain.com/it/science/innovative-biocomputing-molecular-transducer-high-computing-power</a></i>
</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
2014, it was reported that a team of researchers at Bar-Ilan University in
Israel had successfully demonstrated an ability to use strands of DNA to create
a nanobot computer inside of a living creature—a cockroach. <i>See</i>
<a href="http://phys.org/news/2014-04-dna-strands-nanobot-animal.html#jCp"><i>http://phys.org/news/2014-04-dna-strands-nanobot-animal.html#jCp</i></a></span></span></li>
</ul>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><span lang="EN">Benefits</span></u></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div style="margin: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN">Biocomputers
utilizing nanobiotechnology may one day become the most energy efficient, most
powerful, and most economical of any commercially available computer. </span>DNA computers the
size of a teardrop have the potential to be more powerful than today's most
powerful supercomputer.<b> </b> <i>See </i><a href="http://www.tech-faq.com/dna-computer.html"><i>http://www.tech-faq.com/dna-computer.html</i></a><i>
</i></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="font-weight: normal;">Other economic benefit of
biocomputers lie in the potential of all biologically derived systems to one
day self-replicate and self-assemble given appropriate conditions. </span></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="font-weight: normal;">Just as</span><span style="font-weight: normal;"> important, biomolecular computing devices could be
crucial to developing computers that can interact directly with biological
systems and even living organisms. This will have a tremendous potential impact
on healthcare in the future.</span></span></span></div>
<div class="MsoSubtitle" style="margin: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="background: none repeat scroll 0% 0% rgb(242, 242, 242); border-collapse: collapse; border: medium none;">
<tbody>
<tr>
<td style="border: 1pt solid windowtext; padding: 0in 5.4pt; width: 6.15in;" valign="top" width="590"><div align="center" class="MsoBodyText" style="margin-bottom: 0in; text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Biocomputers in
Healthcare</b></span></span></div>
<ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Biocomputers could be used to deliver enzymes that
break down cells via programmable nanoparticles, or to delivering insulin to
tell cells to grow and regenerate tissue at the desired location.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Surgery would be performed by putting the
programmable nanoparticles into saline and injecting them into the body to
seek out remove bad cells and grow new cells and perform other medical work </span></span></li>
</ul>
</td>
</tr>
</tbody></table>
<div align="left" class="MsoSubtitle" style="margin: 0in; text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div align="left" class="MsoSubtitle" style="margin: 0in; text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-style: normal;">Unlike silicon chips, DNA-based
computers can be made small enough to operate inside cells and control their
activity. “If you can programme events at a molecular level in cells, you can
cure or kill cells which are sick or in trouble and leave the other ones
intact. You cannot do this with electronics,” says Luca Cardelli of Microsoft's
research centre in the U.K. </span>See <a href="http://www.economist.com/node/21548488">http://www.economist.com/node/21548488</a></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><u><span lang="EN" style="color: black;">Conclusions</span></u></span></span></div>
<div align="left" class="MsoTitle" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div style="margin: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN" style="color: black;">Biocomputers are at the ‘bleeding edge’ of
health information and/or computer technology. Products of this emerging field
are still probably 10-15 years away from entering the commercial marketplace. </span></span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span lang="EN">At this point,<i> </i></span>Chief Information
Officers (CIO) of healthcare organizations should start to monitor progress of this
technology annually, keeping in mind that this technology has tremendous
potential down the road.</span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Use of open source
software and providing open access to key information could help speed up the
research and development of biocomputer technology. </span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<table border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: -0.5pt; width: 602px;">
<tbody>
<tr style="height: 94pt;">
<td style="background: none repeat scroll 0% 0% rgb(204, 255, 255); border: 1pt solid black; height: 94pt; padding: 0in 5.4pt; width: 451.35pt;" valign="top" width="602"><div align="center" style="margin: 0in; text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span lang="EN">Selected Resources & Links</span></b></span></span></div>
<ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span style="font-weight: normal;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span></span></b><b><span style="font-weight: normal;"><a href="http://www.cns.caltech.edu/">Caltech Computation & Neural Systems</a> </span></b></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span style="font-weight: normal;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span></span></b><b><span style="font-weight: normal;"><a href="http://systemsbiology.columbia.edu/center-for-computational-biology-and-bioinformatics-c2b2/">Columbia University Center
for Computational Biology & Bioinformatics (C2B2)</a></span></b></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><b><span style="font-weight: normal;"><a href="http://csbi.mit.edu/technology/modeling.html">Computational & Systems Biology @ MIT</a></span></b></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span style="font-weight: normal;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span></span></b><a href="http://www.bimcore.emory.edu/">Emory University Biomolecular Computing
Resource (BIMCORE)</a><b> </b></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span style="font-weight: normal;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span></span></b><b><a href="http://research.microsoft.com/en-us/groups/biology/"><span style="font-weight: normal;">Microsoft Biological Computing Research Group</span></a></b></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><span style="font-weight: normal;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span></span></b><b><span style="font-weight: normal;"><a href="http://molecular-programming.org/">The Molecular Programming Project</a> </span></b></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://psb.stanford.edu/">Pacific Symposium
on Biocomputing 2015</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://www.technion.ac.il/en/">Technion-Israel
Institute of Technology</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.ebi.ac.uk/ebisearch/search.ebi?query=biocomputer&submit=&db=allebi&request_from=global-masthead" target="_blank">European Bioinformatics Institute </a></span></span></li>
</ul>
</td>
</tr>
</tbody></table>
<h3 style="margin: 0in; text-indent: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></h3>
<div class="MsoBodyText" style="margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-15017975103535585342014-04-13T18:03:00.000-04:002014-04-13T18:14:07.812-04:00VistA and other 'Open Source EHR Systems Across Florida and the Caribbean<div dir="ltr" style="text-align: left;" trbidi="on">
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<![endif]--><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The installation and use of 'open source' electronic health
record (EHR) systems have continued to spread across Florida and many other
islands and nations across the Caribbean. See the <a href="https://www.google.com/fusiontables/DataSource?snapid=S1060403e0C_">map
of healthcare facilities</a> running some variant of the 'open source' VistA
electronic health record (EHR) system in this region.</span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="separator" style="clear: both; text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><img border="0" src="http://3.bp.blogspot.com/-Jgz-TlbVSro/U0sJBMwqdAI/AAAAAAAAAqk/iWcrlkyrQzo/s1600/VistA+Map+Caribbean+Cropped.JPG" height="196" width="400" /></span></span></div>
<div align="center" class="MsoNormal" style="text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In the state of Florida, all of the U.S. Department of
Veterans Affairs (VA) healthcare facilities are continuing to use the well
known, award winning <a href="http://www.openhealthnews.com/content/vista-0">VistA
System</a>. VA healthcare facilities (i.e. hospitals, outpatient clinics,
nursing homes) using VistA include the:</span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 577px;">
<tbody>
<tr>
<td style="padding: 0in; width: 216.75pt;" width="289"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Bay Pines VA Medical Center<br />
• Boca Raton VA Clinic<br />
• Bradenton VA Clinic<br />
• Brooksville VA Clinic<br />
• Broward County VA Clinic<br />
• Cape Coral VA Clinic<br />
• Clermont VA Clinic<br />
• Daytona VA Clinic<br />
• Deerfield Beach VA Clinic<br />
• Delray Beach VA Clinic<br />
• Eglin VA Clinic<br />
• Fort Pierce VA Clinic<br />
• Hollywood VA Clinic<br />
• Homestead VA Clinic<br />
• Jacksonville VA Clinic<br />
• Tampa VA Medical Center<br />
• VA/DoD Joint Clinic<br />
• Key Largo VA Clinic<br />
• Key West VA Clinic<br />
• Kissimmee VA Clinic<br />
• Lake City VA Medical Center<br />
• Lakeland VA Clinic<br />
• Lecanto VA Clinic<br />
• Leesburg VA Clinic<br />
• Marianna VA Clinic<br />
• Miami VA Clinic</span></span></div>
</td>
<td style="padding: 0in; width: 3in;" width="288"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Miami VA Medical Center<br />
• Naples VA Clinic<br />
• New Port Richey VA Clinic<br />
• Gainesville VA Medical Center<br />
• Ocala VA Clinic<br />
• Okeechobee VA Clinic<br />
• Orange City VA Clinic<br />
• Orlando VA Medical Center<br />
• Palatka VA Clinic<br />
• Palm Harbor VA Clinic<br />
• Panama City VA Clinic<br />
• Pembroke Pines/Hollywood VA Clinic<br />
• Port Charlotte VA Clinic<br />
• Saint Augustine VA Clinic<br />
• Sarasota VA Clinic<br />
• Sebring VA Clinic<br />
• St Lucie VA Clinic<br />
• St. Petersburg VA Clinic<br />
• Stuart VA Clinic<br />
• Tallahassee VA Clinic<br />
• The Villages VA Clinic<br />
• Vero Beach VA Clinic<br />
• Viera VA Clinic<br />
• Zephyrhills VA Clinic<br />
• West Palm Beach VA Medical Center</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The following are other Federal, State, and local community
healthcare facilities in Florida currently using other derivatives of the VistA
system, e.g. <a href="http://www.openhealthnews.com/content/composite-health-care-system-chcs">CHCS</a>,
<a href="http://www.openhealthnews.com/content/resource-patient-management-system-rpms">RPMS</a>,
<a href="http://www.openhealthnews.com/content/openvista">OpenVistA</a>, <a href="http://www.openhealthnews.com/content/vxvista">vxVistA</a>, <a href="http://www.openhealthnews.com/content/worldvista">WorldVistA</a>.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 577px;">
<tbody>
<tr>
<td style="padding: 0in; width: 216.75pt;" width="289"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• U.S. Naval Hospital Jacksonville<br />
• Eglin AFB Medical Facility<br />
• 325th Medical Group - Tyndall AFB </span></span></div>
</td>
<td style="padding: 0in; width: 3in;" width="288"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• U.S. Naval Branch Health Clinic - Key West<br />
• U.S. Naval Hospital Pensacola<br />
• 1st Special Operations Medical Group - Hurlburt Field</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>In addition, the U.S. Department of Defense (DoD) operates
over 100 smaller clinics across the U.S. and around the world that use the
AHLTA electronic health record (EHR) system that interacts with the CHCS
system. Many of these facilities are in the <a href="https://www.google.com/fusiontables/DataSource?snapid=S935808t8PD">VistA
Installations GIS Map & Database</a> but only major sites are listed in the
above table.</i></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i>Caribbean & Central America</i></b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The installation and use of 'open source' electronic health
record (EHR) systems have also slowly spread into U.S. Territories and nations
across the Caribbean and Central America, e.g. Puerto Rico, U.S. Virgin
Islands, Mexico. </span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">All of the U.S. Department of Veterans Affairs (VA)
healthcare facilities in U.S. Territories across the Caribbean are using the
well known, award winning <a href="http://www.openhealthnews.com/content/vista-0">VistA System</a>. VA
healthcare facilities (i.e. hospitals, outpatient clinics, nursing homes) using
VistA include the:</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 577px;">
<tbody>
<tr>
<td style="padding: 0in; width: 216.75pt;" width="289"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• San Juan VA Medical Center<br />
• Arecibo VA Clinic<br />
• Guayama VA Clinic<br />
• Mayaguez VA Clinic</span></span></div>
</td>
<td style="padding: 0in; width: 3in;" width="288"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Ponce VA Clinic<br />
• Utuado VA Clinic<br />
• Saint Croix VA Clinic<br />
• Saint Thomas VA Clinic</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The following are other Federal, State, and local community
healthcare facilities in the Caribbean currently using other derivatives of the
VistA system, e.g. <a href="http://www.openhealthnews.com/content/composite-health-care-system-chcs">CHCS</a>,
<a href="http://www.openhealthnews.com/content/resource-patient-management-system-rpms">RPMS</a>,
<a href="http://www.openhealthnews.com/content/openvista">OpenVistA</a>, <a href="http://www.openhealthnews.com/content/vxvista">vxVistA</a>, <a href="http://www.openhealthnews.com/content/worldvista">WorldVistA</a>.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 577px;">
<tbody>
<tr>
<td style="padding: 0in; width: 432.75pt;" width="577"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• U.S. Naval Hospital Guantanamo Bay, Cuba</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Finally, the Inter-American Development Bank (IDB) issued a
report in 2010 entitle <a href="http://www.iadb.org/en/research-and-data/publication-details,3169.html?pub_id=idb-tn-122">"Benefits
and Costs of Electronic Medical Records: The Experience of Mexico’s Social
Security Institute (IMSS)"</a>. It provides a summary of the installation
of IMSS VistA in 58 hospitals across Mexico and provides many valuable 'lessons
learned' from their efforts to adapt VistA to their environment.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 577px;">
<tbody>
<tr>
<td style="padding: 0in; width: 432.75pt;" width="577"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• VistA installed in 58 IMSS Hospitals in Mexico</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">I am still trying to get a more accurate list of all the hospitals in Mexico running VistA to include in
the VistA Installations GIS Map & Database. Only a few of the sites have
been entered so far.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>See the <a href="https://www.google.com/fusiontables/DataSource?snapid=S935808t8PD">map of
all healthcare facilities</a> running some variant of the 'open source' VistA
electronic health record (EHR) system across Florida, the Caribbean, and around
the world. </i></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Finally, other popular 'open source' EHR systems in use
across Florida and the Caribbean include <b>OpenEMR</b> and <b>OpenMRS</b>. </span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>It has been estimated that there are
more than 5,000 installations of <a href="http://www.openhealthnews.com/content/openemr">OpenEMR</a> in physician offices
and other small healthcare facilities across the U.S. serving more than 30
million patients. Further, conservative estimates by the OpenEMR Organization (OEMR)
indicate that OpenEMR is installed in over 15,000 healthcare facilities around
the world, translating into more than 45,000 practitioners using the system
serving approximately 90 million patients. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">As of 2012, <a href="http://www.openhealthnews.com/content/openmrs-0">OpenMRS</a> was in use
at over 100 facilities in more than 30 countries and had been used to record
over 2 million patient records around the world. They have a number of
installations in Haiti and Central America. <i>See <a href="http://openmrs.org/atlas/" target="_blank">map of OpenMRS installations</a>. </i></span></span></li>
</ul>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-12034849516951703322014-04-03T22:40:00.001-04:002014-05-13T09:44:26.176-04:008th Annual Future of Open Source Survey - 2014<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://cts.businesswire.com/ct/CT?id=smartlink&url=http%3A%2F%2Fwww.blackducksoftware.com&esheet=50837906&newsitemid=20140403006142&lan=en-US&anchor=Black+Duck+Software&index=1&md5=d73a4b6887ca425c411b11322b73f184" target="_blank">Black Duck Software</a> and <a href="http://cts.businesswire.com/ct/CT?id=smartlink&url=http%3A%2F%2Fwww.northbridge.com%2F&esheet=50837906&newsitemid=20140403006142&lan=en-US&anchor=North+Bridge+Venture+Partners&index=2&md5=aea3d28ff1f0888aad6cd6becb34d1d8" target="_blank">North Bridge Venture Partners</a> just announced the results of
their annual Future of Open Source Survey for 2014. A record-breaking 1,240
industry influencers took part in this year’s survey.</span></span>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span>
<br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">This year’s
results point toward the increased strategic role that open source software (OSS)
has in today’s enterprises, the crucial function OSS plays in developing new
technologies, the growth of first-time developers within the OSS community, and
the impact it has on daily life. </span></span></div>
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">According to
Lou Shipley, President and CEO, Black Duck. “Open source has proven its quality
and security, and reached a point of widespread democratization and
proliferation. In
particular, the survey revealed the three industries expected to be impacted
most by OSS are Education (76%), Government (67%), and <b>Healthcare (45%).</b> </span></span><br />
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Survey respondents
further reported that the top ten areas where OSS will impact our everyday
lives include: </span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="background: none repeat scroll 0% 0% rgb(242, 242, 242); border-collapse: collapse; border: medium none;">
<tbody>
<tr>
<td style="border: 1pt solid windowtext; padding: 0in 5.4pt; width: 239.4pt;" valign="top" width="319"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;"> Education<br />
Mobility<br />
Web privacy/security<br />
Home appliance<br />
Wearable devices</span></span></div>
</td>
<td style="-moz-border-bottom-colors: none; -moz-border-left-colors: none; -moz-border-right-colors: none; -moz-border-top-colors: none; border-color: windowtext windowtext windowtext -moz-use-text-color; border-image: none; border-style: solid solid solid none; border-width: 1pt 1pt 1pt medium; padding: 0in 5.4pt; width: 239.4pt;" valign="top" width="319"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;"> Robotics<br />
Entertainment<br />
Automotive<br />
Gaming<br />
Monetary exchange/payments</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">When asked
what OSS technologies were leading in industry, 63% cited cloud computing &
virtualization, 57% said content management, 52% selected mobile technology,
and 51% answered security. </span></span><br />
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Also, 56% of
corporations expect to contribute to more open source projects in 2014,
signaling a change in the way enterprises view open source. When asked why they
engaged with OSS communities, cost reduction was still the top response (61%),
but many corporations (45%) responded that they also did so to gain a competitive
advantage. </span></span><br />
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The survey
shows enterprises now organizing to contribute back more actively; as they
realize the importance of open source innovation to jumpstart careers and
kickstart projects,” said Michael Skok, general partner at North Bridge Venture
Partners. "Further, more new areas like the Internet of Things (IoT),
which requires interoperability and extensibility, can only be met by open
source initiatives, hence the emergence of new communities such as the AllSeen
Alliance." </span></span><br />
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"><b> </b></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Additional
Findings</b>
</span></span><br />
<ul style="margin-top: 0in;" type="disc">
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">72 percent of respondents chose
to use OSS because it provides stronger security than proprietary
solutions.</span></span></li>
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Building upon this, 80 percent
of respondents reported choosing open source because of its quality over
proprietary alternatives. </span></span></li>
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">68 percent of respondents said
that OSS helped improve efficiency and lower costs</span></span></li>
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">55 percent also indicated that
OSS helped create new products and services</span></span></li>
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">50 percent of enterprises
report openly contributing to and adopting open source.</span></span></li>
</ul>
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;">To see the
full results from the 8<sup>th</sup> Annual Open Source Survey conducted by <a href="http://cts.businesswire.com/ct/CT?id=smartlink&url=http%3A%2F%2Fwww.slideshare.net%2Fmjskok%2F2014-future-of-open-source-8th-annual-survey-results&esheet=50837906&newsitemid=20140403006142&lan=en-US&anchor=North+Bridge&index=4&md5=6b9ebce521f5a4a32f44459288a4a193" target="_blank">North Bridge</a> and <a href="http://cts.businesswire.com/ct/CT?id=smartlink&url=http%3A%2F%2Fwww.slideshare.net%2Fblackducksoftware%2F2014-future-of-open-source-survey-results&esheet=50837906&newsitemid=20140403006142&lan=en-US&anchor=Black+Duck&index=5&md5=6fc312e0d6fe7ba8373453a6ad32b299" target="_blank">Black Duck</a>, go to Slideshare and view their presentation on
<a href="http://www.slideshare.net/blackducksoftware/2014-future-of-open-source-survey-results">The
Future of Open Source .</a> </span></span><br />
<span style="font-size: small;">
<span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;"><b><i> </i></b></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i>Overall, the
future looks bright not just for open source software (OSS), but for all things
'open'. Share your thoughts.</i></b></span></span></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-33229469240984750852014-04-03T09:51:00.002-04:002014-04-03T09:58:12.173-04:00Open Source Business Models - An Updated View<div dir="ltr" style="text-align: left;" trbidi="on">
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<![endif]--><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">While
I wanted to come up with as short a list as possible, I ended up with a list of
approximately 15-20 of the most successful business models or strategies for organizations
providing open source solutions. The optimum model for particular organizations
to pursue depends on their mission, goals, licensing, context, and numerous
other factors or variables, e.g. geography, competition, market.</span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="background: none repeat scroll 0% 0% rgb(242, 242, 242); width: 619px;">
<tbody>
<tr>
<td style="padding: 0in; width: 464.25pt;" width="619"><div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Matthew
Aslett, from the consulting firm “The 451 Group” authored a
report entitled <a href="https://451research.com/report-long?icid=694">“Open
Source is not a Business Model.”</a> One of the key conclusions of the report was that 'open source' is a business strategy or tactic, not a business model.</span></span></div>
</td>
</tr>
</tbody></table>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Quite
often the number of business models, strategies, or tactics related to the
development and deployment of open source solutions depends on the profit
motive driving particular individuals and organizations. For example, consider
the following. There are:</span></span></div>
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">non-profit
organizations or communities that are not interested in making huge
profits from their free and open source software (FOSS) solutions,
but are more interested in simply creating and distributing high quality,
free software and solutions that will be of benefit to as many people as
possible.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">then there are
those individual or organizations that want to profit from the development,
distribution, and retail sales associated with various open source
products and commercial add-on modules they have created and released
using somewhat restrictive licenses; and</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">there are also
numerous individuals or organizations that want to make a living and
generate profits by offering a wide range of services in support of the
open source solutions, e.g. installation, training, maintenance.</span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Over
the past decade, numerous entrepreneurial individuals and organizations have
tackled the idea of how to make money out of open source software. The idea
that the only way of generating revenue from open source software is by
providing support services - has become outdated.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">There
are now a wide variety of business strategies, tactics, or business models
being employed by to generate revenue from open source software. For example:</span></span></div>
<ul style="margin-top: 0in;" type="disc">
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Many non-profit
organizations obtain funding to support the development and distribution
of their free and open source software (FOSS) solution from membership
dues, subscription fees, donations, and/or grants.</span></span></li>
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Many for profit
organizations are paid for producing enhanced professional or enterprise
versions of an open source product governed by very restrictive licenses.
They may also offer add-on modules or bundle the open source software
within other hardware and software products they offer.</span></span></li>
<li class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Other for profit
organizations charge for a wide range of services, e.g. consulting,
installation, documentation, training, system enhancements, software
maintenance & patches.</span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Many
other innovative companies are emerging and learning how to profit from the
open source marketplace, e.g. news organizations, marketing firms, hosting,
software-as-a-service (SAAS), open hardware, etc. In addition, there are now organizations providing
products and services related to open source hardware, open access
publications, open data solutions, and more.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div align="center" class="MsoNormal" style="margin-bottom: 0.0001pt; text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>_____________________________________________</b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><br />
Other Examples of Alternative 'Open
Source' Business Models</b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i>The following is a
list of some of the more common alternative forms of open source business
models repeatedly described in numerous published articles:</i></b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Software
Support Business Model</b><br />
In this model, companies sell certified distributions of open source software
along with a range of after-sale professional technical support services. Some
companies provide immediate access to the latest patched and certified version
of the software to their paying customers only.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Software
Services Business Model</b><br />
In this model, a company may sell installation, maintenance, documentation, and
training services for the open source software.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Software
as a Service (SaaS) Model</b><br />
In a SaaS model, customers pay for the hosting, streaming, and delivery of the
open source software solution on a managed set of servers offering cloud-based
services.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Ad
Ware Business Model</b><br />
This is a variation on the SaaS model. The user doesn't pay anything for
use of the open source solution; the advertiser pays instead, e.g. Google,
ZDNet.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Consulting
Services</b><br />
Under this model, a variety of consulting services are offered by a company.
For example, a company may provide a range of management consulting,
implementation, and training services related to the use of open source
solutions by specific domains, e.g. healthcare, finance, manufacturing.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Proprietary
Software Model</b><br />
In this model, a company offers a more closed, proprietary licensed version of
a similar open source software solution. This protects them against some of the
risks associated with developing products that use open source GPL licensed
software.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>CAUTION:
Under an open source GPL licensing, if the open source software is linked to
your company's proprietary software, the proprietary software also becomes open
source. Consumers buy commercial friendly open source licensed software to
avoid this potential problem.</i></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Premium
Software Model</b><br />
In this model, a company sells premium commercial software add-on modules or
applications in conjunction with the open source software product, often
packaging both together, e.g. Jaspersoft.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Dual
Licensing Model</b><br />
This is a variation of the proprietary software business models just described.
A company may release the code they own under both a standard commercial
license, as well as an Open Source License. Using this approach, customers can
be attracted to a no-cost and open-source edition, then later agree to acquire
a more robust, multi-user commercial enterprise edition. </span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Hybrid
Model</b><br />
There is a related, hybrid model in which a vendor forks a non-copyleft
software project then adds closed-source additions to it and sells the
resulting software. After a fixed time period, the company may release the
patches or enhancements back upstream under the same open source license as the
rest of the codebase.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Platform
Integration Services</b><br />
With the introduction of service-oriented architecture, many companies no
longer buy software from one particular vendor. They build software using
components from different vendors and integrate them to best meet their unique
business needs. There are numerous risks and issues that need to be considered
when mixing and matching open source with proprietary products.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Hardware
Integration Model</b><br />
In this model, hardware companies may bundle open source software into their
product. The software is free, you just buy the box it runs in., e.g.
Android smartphones. This may allow the hardware company to significantly lower
the cost of their products. </span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Indirect
Services & Accessories</b><br />
Companies may choose to provide indirect services and accessories for open
source systems. This may include providing news and information, selling books,
marketing, training materials, hardware accessories, t-shirts, e.g. O'Reilly
Associates, Open Health News.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Non-Profit
Business Models</b><br />
Many non-profit organizations are not interested in making huge profits from
their free and open source software (FOSS) solutions, but are interested
in simply creating and distributing high quality, free software and solutions
that will be of benefit to as many people as possible. However, they often need
some level of funding to support their efforts. Many open source software
projects are supported by a "sugar daddy", e.g. Firefox has Google;
Eclipse has IBM; and VistA has the VA. Some establish foundations that require
membership fees. Some pursue charitable grants or simply ask for donations to
support their work. Sometimes the user community may come together and pool
their resources to help develop a desired feature or functionality.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Independent
Contractors/Developers</b><br />
A growing number of programmers in the open source software community offer
their services as independent contractors to develop, install, maintain, or
enhance open source software for others. You'll run across many of them
on SourceForge, GitHub, or particular community web sites, e.g. Drupal,
Wordpress. </span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Public
Domain Model</b><br />
Governments or other non-governmental organizations may develop software
internally or hire a contractor for custom in-house modifications to software,
then release that code under an open-source license.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Defensive
Business Model/Strategy</b><br />
Some companies may choose to pursue an open source business strategy or model
to gain access to innovative new ideas, software code, or to reduce software
development costs and timeframes. It also allows them to take a portion of
market share for services and support for popular open source solutions. It may
also allow them to join a community and beak a monopolistic hold a company may
have on a particular area, e.g. web browsers, server software, etc.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Finally,
in putting together this feature article, I ran across over 80 other open
source business models or strategies related to forming partnerships with other
companies; creating franchised services and solutions, and much more. Many are
simply a variation on the models described above. If you have found a truly new
and unique business model that you're willing to share with us, please send us
a short write up or description of the model.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Remember,
a company doesn't have to use just one business model. They can mix-and-match
models as they see fit, moving to a more profitable model as circumstances
change.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i>The
list of successful open source organizations offering high quality software
products, publications, projects, and services
continues to grow. Let us know about
other major open source business models that we may have missed.</i></b></span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<br /></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="background: none repeat scroll 0% 0% rgb(242, 242, 242); border-collapse: collapse; border: medium none;">
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<td style="border: 1pt solid windowtext; padding: 0in 5.4pt; width: 6.65in;" valign="top" width="638"><div align="center" class="MsoNormal" style="margin-bottom: 0.0001pt; text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Other Recommended Articles</b><b></b></span></span></div>
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.cloudtweaks.com/2012/09/open-source-business-models/">Open
Source Business Models</a><br />
<a href="http://kellblog.com/2011/06/19/open-source-business-models-revisited/">Open
Source Business Models, Revisited</a><br />
<a href="http://opensource.org/advocacy/case_for_business.php">Open Source Case
for Business</a> </span></span></div>
<div class="MsoNormal" style="margin: 0in 0in 0.0001pt 0.25in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.crn.in/news/software/2014/04/03/five-models-for-open-source-revenue">Five
Models For Open Source Revenue</a> <br />
<a href="http://www.zdnet.com/blog/open-source/11-open-source-business-models/5371">11
open source business models</a><br />
<a href="http://opentec.org/open-source-business-models/">Open Technology &
Open Source Business Models</a><br />
<a href="http://www.openhealthnews.com/blogs/groenpj/2012-12-09/business-models-open-source">Business
Models for Open Source</a><br />
<a href="http://en.wikipedia.org/wiki/Business_models_for_open-source_software">Business
Models for Open Source Software</a></span></span></div>
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<div class="MsoNormal" style="margin: 0in 0in 0.0001pt 0.25in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>*
See Google search results for other recent <a href="https://www.google.com/search?hl=en&gl=us&tbm=nws&authuser=0&q=%22open+source%22+%22business+model%22&oq=%22open+source%22+%22business+model%22&gs_l=news-cc.3..43j43i53.152250.164861.0.165332.31.17.0.14.0.0.125.1451.15j2.17.0...0.0...1ac.1.Cu052iWUYII">news
articles on Open Source & Business Models</a></i></span></span></div>
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</span></span><br />
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Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-47315714594243422172014-04-01T15:05:00.000-04:002014-04-01T15:28:50.879-04:00VistA & Other 'Open Source' EHR Systems Spread Across New York State<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The installation and use of 'open source' electronic health
record (EHR) systems have continued to spread across New York and many other
states across the U.S. See the </span></span><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><a href="https://www.google.com/fusiontables/DataSource?snapid=S1020205oGVP"><span style="color: blue;">map of healthcare facilities</span></a></b> running some variant
of the open source VistA electronic health record (EHR) system in New York and surrounding
areas.</span></span><br />
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<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span><img alt="" border="0" height="192" 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" style="cursor: move;" width="320" /></div>
</div>
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In the state of New York, all of the U.S. Department of
Veterans Affairs (VA) healthcare facilities are continuing to use the well
known, award winning <b><a href="http://www.openhealthnews.com/content/vista-0"><span style="color: blue;">VistA System</span></a></b>. VA healthcare facilities (i.e.
hospitals, outpatient clinics, nursing homes) using VistA include the:</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 512px;">
<tbody>
<tr>
<td style="padding: 0in;"><div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Albany VA Medical Center<br />
• Auburn VA Clinic<br />
• Bainbridge VA Clinic<br />
• Bath VA Medical Center<br />
• Bay Shore VA Clinic<br />
• Behavioral Health Facility<br />
• Binghamton VA Clinic<br />
• Bronx VA Medical Center<br />
• Brooklyn VA Medical Center<br />
• Canandaigua VA Medical Center<br />
• Carmel/Putnam County VA Clinic<br />
• Castle Point VA Medical Center<br />
• Catskill VA Clinic<br />
• Chapel Street/Brooklyn VA Clinic<br />
• Clifton Park VA Clinic<br />
• Dunkirk VA Clinic<br />
• East Meadow VA Clinic<br />
• Eastern Dutchess VA Clinic<br />
• Elizabethtown VA Clinic<br />
• Elmira VA Clinic<br />
• Fonda VA Clinic<br />
• Glens Falls VA Clinic<br />
• Goshen VA Clinic<br />
• Harlem VA Clinic<br />
• Jamestown VA Clinic<br />
• Kingston VA Clinic<br />
• Lackawanna VA Clinic<br />
• Lockport VA Clinic<br />
• Malone VA Clinic</span></span></div>
</td>
<td style="padding: 0in;"><div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Manhattan VA Medical Center<br />
• Montrose VA Medical Center<br />
• Massena VA Clinic<br />
• Monticello VA Clinic<br />
• New City VA Clinic<br />
• Niagara Falls VA Clinic<br />
• Northport VA Medical Center<br />
• Olean VA Clinic<br />
• Oswego VA Clinic<br />
• Patchogue VA Clinic<br />
• Plattsburgh VA Clinic<br />
• Port Jervis VA Clinic<br />
• Poughkeepsie VA Clinic<br />
• Queens VA Clinic<br />
• Riverhead VA Clinic<br />
• Rochester VA Clinic<br />
• Rome VA Clinic<br />
• Schenectady VA Clinic<br />
• Staten Island VA Clinic<br />
• Syracuse VA Medical Center<br />
• Tompkins/Cortland County VA Clinic<br />
• Troy VA Clinic<br />
• Batavia VA Medical Center<br />
• Buffalo VA Medical Center<br />
• Valley Stream VA Clinic<br />
• Warsaw VA Clinic<br />
• Watertown VA Clinic<br />
• Wellsville VA Clinic<br />
• White Plains VA Clinic<br />
• Yonkers VA Clinic</span></span></div>
</td>
</tr>
</tbody></table>
<div class="MsoNormal">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The following Indian Health Service (IHS) or Native American
Tribal healthcare facilities in New York are currently using a variant of the VistA
system known as <a href="http://www.openhealthnews.com/content/rpms"><span style="color: blue;">RPMS</span></a>:</span></span><br />
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 515px;">
<tbody>
<tr>
<td style="padding: 0in;"><div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Oneida Indian Nation Tribal Health Clinic</span></span></div>
</td>
<td style="padding: 0in;"><div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• St. Regis Mohawk Tribal Health Clinic</span></span></div>
</td>
</tr>
</tbody></table>
<div class="MsoNormal">
<br />
<a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The following are other Federal, State, and local government
healthcare facilities in New York currently using other derivatives of the
VistA system, e.g. <a href="http://www.openhealthnews.com/content/chcs"><span style="color: blue;">CHCS</span></a>, <a href="http://www.openhealthnews.com/content/openvista"><span style="color: blue;">OpenVistA</span></a>,
<a href="http://www.openhealthnews.com/content/vxvista"><span style="color: blue;">vxVistA</span></a>.</span></span><br />
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="width: 518px;">
<tbody>
<tr>
<td style="padding: 0in;"><div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Lutheran Medical
Center </span></span></div>
</td>
<td style="padding: 0in;"><div class="MsoNormal" style="margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• Keller Army Community Hospital</span></span></div>
</td>
</tr>
</tbody></table>
<div class="MsoNormal">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Check out the <b><a href="https://www.google.com/fusiontables/DataSource?snapid=S935808t8PD"><span style="color: blue;">map of all healthcare facilities</span></a></b> running some
variant of the open source VistA electronic health record (EHR) system in New
York and other states across the U.S. and around the world. VistA, or one of its derivatives, is one of
the most widely used EHR systems in the U.S.</span></span></div>
<div class="MsoNormal">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Several public and private sector organizations in the state
of New York are also actively contemplating acquiring and implementing VistA. For
example, the <a href="http://www.omh.ny.gov/" target="_blank"><span style="color: blue;">New York State Office of Mental Health (OMH)</span></a> will
be implementing <a href="http://www.dssinc.com/software-solutions.htm" target="_blank"><span style="color: blue;">Document Storage Systems (DSS) vxVistA</span></a>
electronic health record (EHR) system in 23 hospitals and 300 clinics across
the state. The prime contractor for this enterprise-wide contract is <a href="http://www.openhealthnews.com/content/cgi-group"><span style="color: blue;">CGI
Group Inc.</span></a></span></span></div>
<div class="MsoNormal">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The NY State Office of Mental Health (OMH) is one of the
largest healthcare delivery organizations in the U.S. During the first phase of the project,
vxVistA will be installed in a limited number of OMH hospital facilities. This
initial phase will allow OMH to modify vxVistA to produce a customized version
of VistA that best meet their specific needs. </span></span></div>
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<br />
<a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=578182129466002550" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">OMH plans to leverage several vxVistA integrated solutions
that developed by DSS that are specific to behavioral health. These include <a href="http://www.dssinc.com/dss-mhs.htm"><span style="color: blue;">DSS' Mental
Health Suite (vxMHS)</span></a>. This customized version of VistA, called
"Empire State VistA", will then be implemented at all remaining OMH
hospitals and outpatient clinic facilities.</span></span></div>
<div class="MsoNormal">
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Other popular 'open source' EHR systems in use across New
York include <a href="http://www.openhealthnews.com/content/openemr"><span style="color: blue;">OpenEMR</span></a> and <a href="http://www.openhealthnews.com/content/openmrs-0"><span style="color: blue;">OpenMRS</span></a>.
It has been estimated that there are more than 5,000 installations of OpenEMR
in physician offices and other small healthcare facilities across the U.S.
serving more than 30 million patients. As of 2012, OpenMRS was in use at over
100 facilities in more than 30 countries and had been used to record over 2
million patient records around the world.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Stay tuned for updates about VistA implementations in New York and other states across the U.S.</b></i> </span></span></div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-4774882506158387862014-03-27T14:48:00.001-04:002014-04-04T09:05:04.810-04:00Another Look at Healthcare & Health Information Technology through 2040<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The health care industry will continue to grow in
importance, both in the U.S. and around the world over the next several decades.
New technologies, in particular, will play a key role in dramatically changing
the practice of medicine and improving people's health. </span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">It is generally understood that the key health information
technologies (HIT) to be deployed during this decade include Electronic Health
Record (EHR), Personal Health Record (PHR), and Mobile Health (mHealth) apps -
all ultimately interconnected via Health Information Exchange (HIE) networks.</span></span></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">While striving to achieve those objectives by 2020 will lay the
foundation for dramatically improving healthcare across America, radical
transformation of health care will start to come about in the decades to
follow. The following are some of the emerging health information technologies
that I predict will begin to be deployed by 2020 and will be used widely in the U.S. by
2040.</span></span></div>
<ul style="text-align: left;">
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Genomic Information
Systems, BioRepositories, & Predictive Medicine modules integrated with EHR
Systems</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Nanotechnology &
Implantable Health IT Systems interfaced to EHR and PHR Systems</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Advanced User
Interface Solutions, e.g. Wearable Systems, mHealth Apps, and Health eGaming
Technologies</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Health Information
Exchange (HIE) interfaced to networks serving other Industries/Sectors, e.g.
Banking, Security, Manufacturing, Pharma, Retail, etc.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Televideo &
Home-Based TeleHealth solutions interconnecting patients with health care
providers </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>A wide range of many other
smart devices interfaced to Health IT (HIT) systems, i.e. Internet of Things
(IoT)</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Widespread 'Open
Access' to Health Information and 'Open Data' by consumers, researchers, and
healthcare providers</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Integrative Medicine
information and software modules (e.g. acupuncture, chiropractic, herbal
medicine) integrated into EHR/PHR systems</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Standardized public
health information systems and health information exchange networks to help
fight global pandemics and improve health around the world.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Continuing shift to 'open' cloud computing enabling growth in data mining and data analytics by researchers and analysts across all segments of the healthcare sector. </span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
</div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>It
is time for the more forward thinking health IT executives, clinical
informaticists, healthcare providers and consumers to begin thinking farther
out and sharing their thoughts. What emerging technologies do you see widely deployed by 2040?
<a href="http://www.openhealthnews.com/blogs/groenpj/2011-03-29/regenerative-medicine-health-it-systems" target="_blank">Regenerative Medicine</a>? <a href="http://www.openhealthnews.com/articles/2013/precision-medicine-genomics-open-health" target="_blank">Precision Medicine</a>? ...</i></span></span><br />
<span style="font-size: small;">
</span><span style="font-family: Arial,Helvetica,sans-serif;">
</span><span style="font-family: Arial,Helvetica,sans-serif;">
</span><br />
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<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">The
following are some interesting excerpts from various strategic healthcare
plans and reports produced by a number of public and private organization on
the future of healthcare in America from 2020 through 2050:</span></span></div>
<ul>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">Almost 100 percent of Americans will
have health coverage of some sort by 2020. About half of the the population
will be covered by Medicare, Medicaid, Children’s Health Insurance Program
(CHIP), Veterans Health and/or the Military Health systems. Most of the
remaining population will purchase subsidized coverage through the new health
insurance exchange (HIX) systems.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>The emphasis in health care will continue
to shift to disease prevention and health promotion, and reinvigorating the
public health system over the next several decades as the threats of global
pandemics and bioterrorism increase. </span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>The emphasis on ambulatory care and
long term geriatric care in the U.S. will continue to grow over the next
several decades, along with the growth of home-based healthcare enabled by the
growing use of telehealth technologies.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Telemedicine and home-based
healthcare will start to play a much bigger role over the next decade. New
physician-to-physician and physician-to-patient communications and health
care processes will have developed and been accepted.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>There will be a continuing shift to
personalized health care. By 2020, patients will have become more empowered
and involved in better managing their own health care using more
sophisticated mobile health apps interconnected to electronic health record
(EHR) systems via health information exchange (HIE) networks.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Another way that technology will
further empowers patients to take more control of their healthcare in
partnership with their healthcare providers relates to the growing access by patients
to a wide range of health information portals and resources available on the web.
</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>New wearable body sensors that
capture continuous physiological data streams during daily routines--as
opposed to discrete data captured at isolated moments in time--will provide
clinicians with greater context and enable them to diagnose based on more robust
evidence.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">Complete organ replacements grown
from stem cells will become possible in the 2020-2030 timeframe leading to
growth of a major new bio-industry. Regenerative medicine will become a
reality as we continue the drive towards <a href="http://www.openhealthnews.com/hotnews/achieving-singularity-through-collaboration-sharing-and-open-solutions" target="_blank">'singularity'</a>.</span></span></li>
</ul>
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<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
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<br /></div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-39525262066312030972014-03-17T13:40:00.004-04:002014-03-23T22:35:33.860-04:00Exascale Computing & Open Source Solutions<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">Have you
been paying attention to the topic of Exascale Computing? Perhaps you should.
Congress recently provided funding to the U.S. Department of Energy (DOE) to
develop a new class of supercomputers capable of a quintillion [billion
billion] FLoating Point Operations per Second (FLOPS) needed to model nuclear
weapons explosions – <i>see <a href="http://www.gpo.gov/fdsys/pkg/CPRT-113HPRT86280/pdf/CPRT-113HPRT86280.pdf" target="_blank">2014National Defense Authorization Act</a>.</i></span></span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">Also, DOE
officials laid out a detailed 10-year roadmap for 'exascale' computing at the
November 2013 meeting of the <a href="http://science.energy.gov/ascr/ascac/meetings/nov-2013/" target="_blank">Advanced
Scientific Computing Advisory Committee</a> in Denver. In addition to weapons
research and simulation, exascale computing will be critical for the processing
of the increasing number of large scale data sets related to genomics, climate
modeling, medical imaging, and much more<i>. See <a href="http://www.hpcwire.com/2014/01/17/ten-year-us-exascale-roadmap-crystalizes/">HPCwire
article</a>.</i></span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
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<td style="border: 1pt solid windowtext; padding: 0in 5.4pt; width: 6.65in;" valign="top" width="638"><div align="center" style="margin: 0in 0in 0.0001pt; text-align: center;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b>Exascale
Computing</b></span></span></div>
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<br /></div>
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">A new era in computing is emerging that
will see an emerging next generation of machines performing at least 1,000
times faster than today's most powerful supercomputers. By 2020, the first
generation of 'exascale' computers are predicted to start going online.</span></span></div>
<div style="margin: 0in 0in 0.0001pt;">
<br /></div>
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><i>"Exa"
is a prefix which stands for quintillion - a billion billion. Thus,
'exascale' computers are capable of performing a quintillion FLoating Point
Operations per Second (FLOPS). </i></span></span></div>
<div style="margin: 0in 0in 0.0001pt;">
<br /></div>
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<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b>Background</b></span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">As reported in a recent <a href="http://www.computerworld.com/s/article/9244289/Why_the_U.S._may_lose_the_race_to_exascale">Computerworld
article</a>, Hewlett-Packard, IBM and Intel currently dominate the global high
performance computing (HPC) market. Based on worldwide ranking of the most
powerful supercomputers, HP now has 39% of the systems, IBM, 33%, and Cray,
nearly 10%. Many other countries are
busy building their own chips to counter this dominance in the marketplace by
U.S. companies.</span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">China, India, Japan, and the European
Unions are working hard to challenge the current dominance by the U.S. over
this next decade. For example:</span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<ul style="text-align: left;">
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Europe
has begun to develop and build an exascale computer system using ARM chips
designed by British semiconductor firm Arm Holdings to be delivered by 2020.
Europe has already committed to spending the equivalent of $1.6 billion.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>China
is also striving to build an exascale computer system by 2020. Its <a href="http://en.wikipedia.org/wiki/Tianhe-2">Tianhe-2</a> currently holds the
title as the world's most powerful supercomputer. </span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>Japan
also hopes to create an exascale computer system by 2020, according to the <a href="http://en.wikipedia.org/wiki/RIKEN">RIKEN</a> Advanced Institute for
Computational Science. RIKEN is the home
of the world's fourth largest system, the Fujitsu's K system.</span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>The
Indian Government has committed over $2 billion to <a href="http://en.wikipedia.org/wiki/ISRO" title="ISRO">Indian Space Research
Organization (ISRO)</a> and the <a href="http://en.wikipedia.org/wiki/Indian_Institute_of_Science" title="Indian Institute of Science">Indian Institute of Science</a> to develop
an exaflop supercomputer by 2018. </span></span></li>
</ul>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"></span></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"> </span></span><span style="font-family: Arial,Helvetica,sans-serif;"></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">However, <a href="http://www.pcworld.com/article/2064920/intel-rushes-to-exascale-with-redesigned-supercomputing-chip.html">PCWorld</a>
recently reported that even as these countries rush to develop exascale
computing solutions, Intel is making a small change that could have a big
impact on system design with its upcoming Xeon Phi chip. Intel has promised big
performance and power improvements with the redesigned chip, code-named
Knights Landing, which analysts said could ship by 2015. </span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b>Key Challenges
& Issues</b></span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">In a recent
interview by <a href="http://www.computerweekly.com/news/2240158385/QA-Why-do-we-need-exascale-computers">ComputerWeekly</a>,
Thomas Sterling, Chief Scientist for the Center for Research on Extreme Scale Technology
at Indiana University, stated that "some of the key computational
challenges that face not just individual companies, but civilization as a
whole, will be enabled by exascale computing". These include such areas as
climate modeling, controlled fusion energy, analyzing genomic data, medical
imaging, space exploration, and more.</span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">However,
achieving exascale compute levels may require fundamentally rethinking virtually
the entire computation process. One of the biggest problems standing in our way
is power usage and efficiency. Other major issues involve new ways to store and
analyze large-scale data sets, new operating systems, application software
platforms and tools, standards, and much more. In many cases, the best way to
overcome these challenges involve global collaboration, sharing knowledge, and
the use of <i>open source</i> software and
solutions.</span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b>'Open' Solutions</b></span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div class="MsoNormal" style="margin-bottom: 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">The push to exascale
computing will not only take hardware, but the need to also optimize today's operating
systems and application software. Open
architecture, open standards , and open source software will play a crucial
role. The following are some examples of 'open solutions' and initiatives
currently underway related to the development of exascale computing systems.</span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<ul style="text-align: left;">
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span>According
to <a href="http://www.informationweek.com/government/enterprise-architecture/argonne-lab-taking-next-steps-to-exascale-computing/d/d-id/1112813">InformationWeek</a>,
Scientists at Argonne National Laboratory are developing a prototype exascale
operating system and runtime software capable of running a trillions of
calculations per second. The <a href="http://www.mcs.anl.gov/project/argo-exascale-operating-system">Argo Project</a>
is a collaborative effort with scientists from the Lawrence Livermore and
Pacific Northwest national laboratories and several universities. </span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://maqao.org/">Modular Assembly
Quality Analyzer and Optimizer (MAQAO)</a> with its associated tools form a software
suite co-developed by the Exascale computing research, the Universities of
Versailles St Quentin and Bordeaux, designed for performance analysis of HPC
applications. In 2013, the complete version of MAQAO for the Xeon PHI was
published as 'open source'. A second significant step was taken with the open source
release of the <a href="http://code.google.com/p/codelet-tuning-infrastructure/">Codelet
Tuning Infrastructure (CTI)</a>. </span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="https://arvados.org/">Arvados</a> is a
free software platform for managing, analyzing, and sharing genomic and other
large-scale biomedical data sets. All of
the code is AGPLv3, except SDKs which are Apache 2.0.</span></span></li>
</ul>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">Also, according
to a DOE report on <a href="http://science.energy.gov/~/media/ascr/pdf/research/cs/Exascale%20Workshop/Exascale_Tools_Workshop_Report.pdf">"Tools
for Exascale Computing: Challenges and Strategies"</a>, based
on the<b> </b>ALCF BlueGene
experience there is a need to focus is on open source tools going forward. Vendor-only
strategies and proprietary solutions have not proven to be very successful.</span></span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b>Exascale
Projects, Organizations & Activities</b></span></span></div>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><br />
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b><u></u></b></span></span></div>
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b><u></u></b></span></span></div>
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b><u></u></b></span></span></div>
<div style="margin: 0in 0in 0.0001pt;">
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">The following are selected links to exascale
computing projects organizations, and activities that you might also want to
check out:</span></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span></div>
<ul style="text-align: left;">
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://science.energy.gov/ascr/">Advanced
Scientific Computing Research (ASCR)</a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://cresta-project.eu/">CRESTA Project</a> </span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://www.deep-project.eu/deep-project/EN/Home/home_node.html">DOE
Exascale Initiative</a></span></span></li>
<li><a href="http://www.dwavesys.com/software" target="_blank"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">D-Wave Systems </span></span></a></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://www.eesi-project.eu/pages/menu/homepage.php">European Exascale
Software Initiative (EESI)</a> </span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://www.exascale-computing.eu/">Exascale Computing Research Center </a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="https://projects.imec.be/exa2ct/">EXA2CT Project</a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://www.isc-events.com/isc14/">International
Supercomputing Conference</a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://en.wikipedia.org/wiki/Human_Brain_Project" title="Human Brain Project">Human Brain Project</a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="https://www.montblanc-project.eu/">Mont-Blanc Project</a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://icl.cs.utk.edu/parsec/" target="_blank">Parallel Runtime Scheduling & Execution Control (PaRSEC)</a></span></span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"></span><a href="http://en.wikipedia.org/wiki/RIKEN" title="RIKEN">RIKEN</a></span></span><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"></span></span></li>
</ul>
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;"><b><i>If you know of other 'open source' Exascale Computing
initiatives, please share them with us.</i></b></span></span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-size: small;">
</span></span></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-2619488559947344672014-03-05T20:43:00.001-05:002014-03-23T22:36:28.578-04:00Observations on Hillary Clinton’s Message to Health IT Industry at HIMSS 2014 <div dir="ltr" style="text-align: left;" trbidi="on">
<b><i>By guest blogger Marc Wine</i></b><br />
<br />
Throughout HIMSS14 Annual Conference and Exhibition in Orlando, FL (February 23-27, 2014), I observed numerous examples of health IT collaboration, open solutions, and innovation that will guide the healthcare industry toward transformation over the coming years. I attended several sessions by federal government agencies featuring open data solutions, open source software, health information sharing, evidence-based data used to improve quality of care, and demonstrations of systems aimed at consumer engagement.<br />
<br />
I was struck by Hillary Clinton’s capstone speech at the conference that included her views about personal empowerment and the value of data needed to make more informed clinical decisions. My government experience working with clinicians in medical centers who were implementing the Department of Veterans Affairs (VA) open source VistA electronic health record (EHR) system, including their use of clinical decision support software, led me to tune in to many of Secretary Clinton’s points.<br />
<br />
After praising the VA for the innovative way it used VistA to care for patients in the wake of Hurricane Katrina, Clinton then expounded further on the following points. She told the HIMSS14 executives that technical specialists no longer focus solely on making patient data accessible to physicians, but must play a leading role in making sure the entire medical teams have access to data needed to yield new efficient and effective care. On the subject of empowering people around the globe, she told the the audience of health IT professionals, one of its great missions was to enable people to take more control over their own health care.<br />
<br />
From some earlier roles that called for me to coordinate health IT guidance across federal, state, local and global governments, I learned first hand that resolving challenges using collaborative 'open' solutions will eventually lead to shared services and improved care for citizens, top priorities for public and private health services now leading the way in the nation’s healthcare industry.<br />
<br />
My own work in the federal government, promoting uses of data on quality of care in healthcare and promoting collaboration, open solutions, and shared services, showed me the real way ahead for governments at all levels to better work together in the future. Further, my long experience in the VA working on 'open' health IT solutions like VistA and the Blue Button project substantiate many of Hillary Clinton's observations.<br />
<br />
Clinton concluded by recounting her experience as Secretary of State, saying she learned we can solve many of our challenges by better workng together with a passionate commitment to improve the health and wellness for all people.<br />
<br />
I applaud Hillary Clinton for her comments and along with many of my colleagues have resolved to continue to help transform healthcare in our country by pursuing new approaches better adapted to the 21st century - global collaboration, open solutions, and continuous innovation aimed at achieving improved quality care for all.<br />
<br />
<br /></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-39062941706527438452014-02-15T22:28:00.000-05:002014-03-23T23:00:41.425-04:00Drones for Healthcare Powered by Open Source<div dir="ltr" style="text-align: left;" trbidi="on">
<b><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Let's talk about the use of drones in healthcare.</span></span></i></b><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">About a week after Typhoon Haiyan struck the Philippines, one of the <a href="http://www.directrelief.org/2013/12/civil-drones-improve-humanitarian-response-philippines/" rel="nofollow">Direct Relief</a> partnering organizations called <a href="http://teamrubiconusa.org/launching-operation-seabird/" rel="nofollow" target="_blank">Team Rubicon</a> sought to determine the operational status of the Carigara District Hospital, located northwest of the city of Tacloban.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Travel
along damaged roads was difficult and slow. Yet, the assessment team
was able to provide local officials and aid groups with a rapid and
highly accurate visual analysis of damage to the Carigara District
Hospital by deploying the latest in close proximity aerial imaging
technology, usinga Huginn X1 unmanned aerial vehicle (UAV) or civil
surveillance drone.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The assessment provided enough information to
allow Team Rubicon to proceed with setting up a medical relief station
there to help survivors gain access to emergency care and medical
supplies. The civil drone used to provide the is the peacetime,
humanitarian cousin of the aerial robotic units are used in military
conflicts.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Background</b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Unmanned aerial
vehicles (UAV), more commonly known as drones, are aircraft without a
human pilot on board. Drones come in a wide variety of shapes, sizes,
configurations, and characteristics. They have been primarily built and
deployed for military purposes, but are now increasingly being used for a
growing number of non-military applications, e.g. medical, farming,
search and rescue. <i> See <a href="http://en.wikipedia.org/wiki/Unmanned_aerial_vehicle#Uses" rel="nofollow" target="_blank">Wikipedia.</a></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
U.S. military began to investigate the potential of using unmanned
aerial vehicles (UAV), or drones, back in the late 1950s, when the U.S.
Air Force became concerned about losing pilots over hostile territory
during the 'Cold War'. The military began to seriously deploy and use
UAVs, or drones, during the late stages of the Vietnam War.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Interest
in the use of drones by the U.S. military continued to grow throughout
the 1980s and 1990s as the technology improved and matured. A variety
of newly developed forms of drones were used in the 1991 Gulf War, where
drones were clearly shown to offer a cheaper and highly capable
fighting machine that could be used without risking aircrews. The
initial generation of military drones were used primarily for
surveillance. Since then, many of these drones have now been modified
and armed with air-to-ground missiles.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">As of 2013, it has been
reported that UAVs, or drones, are being used by at least 50 countries
(e.g. U.S., Israel, Iran, U.K., China, Russia, and the United Nations)
for various military and civilian purposes.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Drones & Healthcare</b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The potential use of drones in healthcare is thought provoking. Consider how drones could be used –</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• In search and rescue missions to find lost and injured individuals.<br />• To conduct surveillance and assessments of areas damaged by natural or man-made disasters.<br />• To deliver needed food, vaccines, or other medical supplies to people in remote areas.<br />• To help establish contact with people who have been cut off from normal channels of communications.<br />•
To deliver mobile technology, portable shelter and more to areas where
critical infrastructure damage would prevent ground or typical air
transport.<br />• By hospitals to track and find wandering Alzheimer or mental health patients<br />•
To access places where roads have become impassable, or to circumvent
hostile situations or other obstacles, to get aid to people who need
it.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">A number of organizations are in the process of designing,
developing, testing and deploying drones for a variety of medical and
healthcare related purposes. For example:</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://matternet.us/" rel="nofollow">Matternet</a>
is a startup company in California that is developing drones as tools
for social good that have already been put to the test in Haiti and the
Dominican Republic.<br />• <a href="http://www.fastcoexist.com/3017084/this-drone-defibrillator-can-fix-your-heart-in-the-middle-of-nowhere" rel="nofollow">Defikopter</a> is a drone developed by the non-profit <a href="http://www.definetz.de/" rel="nofollow">Definetz</a> organization that can be used to bring an external defibrillator just about anywhere.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
possibilities for new and innovative uses for UAV solutions is
tremendous. Other companies that are developing drones for use in
healthcare, public safety, and other civilian purposes that you might
want to check out include - <a href="http://www.insitu.com/in-the-field/public-safety" rel="nofollow">Insitu</a>, <a href="http://www.avinc.com/public-safety" rel="nofollow">AeroVironment</a>, <a href="http://heighttech.com/en/" rel="nofollow">Height-Tech</a>, <a href="http://www.boeing.com/stories/videos/vid_08_phantom_eye.html?cm_ven=Paid+Search+Google&cm_cat=Innovation&cm_pla=Brand-Technology&cm_ite=UAV+0" rel="nofollow">Boeing</a>.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>* See <a href="http://www.uavglobal.com/list-of-manufacturers/" rel="nofollow">list of UAV manufacturers</a> around the world at UAV Global.</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Drones & Open Source</b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In December 2013, there was a <a href="http://www.computerworld.com/s/article/9244521/Hacker_built_drone_can_hunt_hijack_other_drones" rel="nofollow">ComputerWorld article</a>
about a security researcher, Sammy Kamkar, has developed a Perl
application dubbed SkyJack that runs on the Raspberry Pi and uses other
open-source software to hijack drones. Kamkar created the hacker drone,
which uses the Parrot AR.Drone 2.0 radio-controlled quadcopter - a
popular unmanned helicopter with four rotors.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Not surprisingly, it turns out that 'open source' has invaded the world of unmanned aerial vehicles (UAV). For example:</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://www.defensenews.com/article/20131223/C4ISRNET08/312230009" rel="nofollow">Defense News</a>
just reported that the U.S. Department of Defense (DoD) and the
Department of Homeland Security departments have partnered with the
private sector to develop 'open source' software for UAVs or drones.<br />• <a href="http://www.openpilot.org/" rel="nofollow">OpenPilot</a>
is an open source project aimed at providing the UAV community with
low-cost but powerful stabilization and autopilot platforms. As a
non-profit open source program, OpenPilot aims to bring this technology
down in price to make it more affordable to deploy.<br />• A company called <a href="http://www.dreamhammer.com/" rel="nofollow">DreamHammer</a>
could ease the need for pilots with its 'open source' operating system
that allows a single operator to command multiple drones at the same
time. Read more about <a href="http://www.dreamhammer.com/ballista.shtml" rel="nofollow">Ballista</a>.<br />• Last year, the U.S. Navy signed a contract with Raytheon to install <a href="http://www.linuxfederation.com/linux-everywhere/" rel="nofollow">Linux ground control software</a> for its fleet of vertical take-off and landing ( VTOL ) Northup-Grumman MQ8B Fire Scout Drones.<br />•
Chris Anderson, CEO of 3D Robotics, is building a 21st century
aerospace company. “In two years, we have begun disrupting a
multimillion-dollar industry with the open-source model,” Anderson said.
“We can deliver 90 percent of the performance of military drones at 1
percent of the price.” <i> See article in <a href="http://venturebeat.com/2012/07/27/open-source-model-disrupts-the-commercial-drone-business/" rel="nofollow">VentureBeat.</a></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">There are a lot of other news stories about 'open source' in the world of aerial drones. Check out the <a href="http://www.kickstarter.com/projects/914887915/spiri?ref=category" rel="nofollow">Spiri</a> programmable flying robot, <a href="http://code.google.com/p/arducopter/" rel="nofollow">ArduCopter</a>'s autopilot , <a href="http://www.open-drone.org/" rel="nofollow">Open-Drone</a>, and the world's smallest drone autopilot system on the <a href="http://paparazzi.enac.fr/wiki/Lisa/S" rel="nofollow"> Lisa/S</a> chip.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Issues & Concerns</b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Government
agencies, industry, military and civilian authorities are working
towards the integration of UAVs into the national airspace. Safety
studies, as well as risk analyses and assessments need to be conducted.
Technical requirements and standards need to be developed and approved,
as well as new policies, regulations and laws.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">There are also a number of ethical issues that need to be addressed. Many of these concerns are highlighted on the <a href="http://epic.org/privacy/drones/" rel="nofollow">Electronic Privacy Information Center (EPIC)</a>
web site. For example - Senator Rand Paul issued a letter to FBI
Director Robert Mueller seeking answers about the FBI's domestic use of
drones. In a Senate Judiciary Committee hearing on FBI oversight,
Director Mueller admitted that the FBI uses drones for domestic
surveillance. Mueller also stated there were no guidelines in place to
regulate the FBIs use of drones and protect the privacy of Americans.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">To
operate a UAV for non-recreational purposes in the U.S., users are
currently granted a license to fly commercial UAVs, subject to approval
by the Federal Aviation Administration (FAA), based on the set of
perfunctory rules currently in place. This situation needs to be
improved, given the Congressional mandate to integrate UAVs into U.S.
airspace protocols is forecast to grant FAA licenses more broadly –
perhaps as early as 2015.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Final Observations</b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
global race to build drones is rapidly heating up. Private companies in
the U.S. and China are competing to grab the lion's share of both the
military and burgeoning civilian drone market.<br /><br />Finally - just a few days ago on December 30, 2013, the Federal Aviation Administration (FAA) <a href="http://www.agrimarketing.com/s/86304" rel="nofollow">named six institutions</a>
to conduct testing and help develop the protocols for commercial use of
drones. So look out – the market is poised to take off!</span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" style="width: 562px;"><tbody>
<tr><td style="text-align: center;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Other Selected Links</b></span></span><br />
<br />
<div style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://www.auvsi.org/home" rel="nofollow">Association of Unmanned Vehicle Systems International (AUVSI)</a><br />• <a href="http://diydrones.com/" rel="nofollow">DIY Drones</a><br />• <a href="http://droneswatch.org/" rel="nofollow">Drones Watch</a><br />• <a href="http://www.uasconferences.com/" rel="nofollow">International Conference on Unmanned Aircraft Systems</a><br />• <a href="http://www.airtec.aero/index.php?id=56&L=1" rel="nofollow">International UAV World Conference</a><br />• <a href="http://www.open-drone.org/" rel="nofollow">OpenDrone</a><br />• <a href="http://www.uav-applications.org/aboutus.html" rel="nofollow">UAV Collaborative</a><br />• <a href="http://uvs-international.org/" rel="nofollow">UVS International</a></span></span></div>
</td></tr>
</tbody></table>
<br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i>If you know of any other ways drones are being used in healthcare, let our readers know.</i></b></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i> </i></b> </span></span></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com2tag:blogger.com,1999:blog-578182129466002550.post-34573283751739281512014-01-08T10:08:00.001-05:002014-03-23T22:37:02.589-04:00Time to make the jump from Microsoft XP to Linux?<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;">
<div dir="ltr" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">If you're running Microsoft XP on your personal computer (PC), after
April 8, 2014 you are apparently on your own. Actually you and 1/3 of
all the PC owners in the world still running XP are on your own. So you
have a lot of company. <i>See <a href="http://www.pinterest.com/pin/513058582521111735/" rel="nofollow" target="_blank">Infographic.</a></i></span><br />
<br />
<span style="font-family: Arial,Helvetica,sans-serif;">It
is reasonable to speculate that soon after support is withdrawn, many
new hacker attacks and distribution of malware will start to occur. It
appears that any XP machine connected to the internet or other source of
infection may not only be a danger to itself but to the other machines
connected to the same local network.</span><br />
<br />
<span style="font-family: Arial,Helvetica,sans-serif;">Removal of Microsoft XP from
your older model PC is becoming essential for many. If you're wondering
what to do, you can purchase and install a more up-to-date version of
Microsoft, buy a new PC – or this may finally be the time to go ahead
and switch to Linux.</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"> </span></span></div>
<div dir="ltr" style="text-align: left;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">If you agree that its finally time to make
the jump to Linux on your PC, you're going to need some help. I know I
do. So a quick search on the Internet for instructions on how to get
started and go about doing surfaced the following guidance from various
sources:</span><br />
<br />
<span style="font-family: Arial,Helvetica,sans-serif;"><b><a href="http://www.linuxforums.org/forum/newbie/186178-total-newbie-how-can-i-change-windows-xp-linux.html" rel="nofollow" target="_blank">Total newbie...how can I change windows XP to Linux</a></b> - An
interesting thread on LinuxForums.org on switching from Windows XP to
Linux. The discussion starts as follows – "Hi! I am so newbie I don't
even know where to begin. One thing I know is that I want to get rid of
Windows XP on my PC and run Linux instead."</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://answers.yahoo.com/question/index?qid=20130611135714AA8rOWA" rel="nofollow"><b>Converting a Windows XP Laptop to Ubuntu - Linux? - Yahoo Answers</b></a> - Jun
11, 2013 - I have an old Win XP laptop. I want to install Ubuntu Linux
on it. ... If you already have an Ubuntu install disk then follow from
instruction 8. You will ...</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.linux.com/learn/answers/view/732-how-do-i-install-a-linux-os-on-a-dell-with-a-corrupted-xp-os" rel="nofollow"><b>How do I install a Linux os on a dell with a corrupted XP ...</b></a> - An
interesting discussion thread on Linux.com with lots of straight
forward, helpful advice. For example – "No need to do anything special
to remove Windows, just allow the Linux installer to wipe out any
existing partitions and reformat the drive. Just about any distro will
provide this option, just pay attention to the questions in the
installer about partitioning - it will be pretty obvious."</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.howtoforge.com/the-perfect-desktop-linux-mint-15-olivia" rel="nofollow"><b>The Perfect Desktop - Linux Mint 15 (Olivia) | HowtoForge</b></a> - This
tutorial shows how you can set up a Linux Mint 15 (Olivia) desktop that
is a full-fledged replacement for a Windows desktop, i.e. that has all
the software that people need to do the things they do on their Windows
desktops. All software comes free of charge.</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://news.softpedia.com/news/Installing-Ubuntu-12-04-LTS-266201.shtml#sthash.iFZuHuWd.dpuf" rel="nofollow"><b>Installing Ubuntu 12.04 LTS</b></a> - A free tutorial on Softpedia that will teach users how to install the Ubuntu 12.04 LTS operating system.</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://forums.cnet.com/7723-6617_102-513007/uninstall-win-xp-and-install-ubuntu-latest-version/" rel="nofollow"><b>Uninstall Win XP and install Ubuntu (latest version)</b></a> - This
discussion thread on the C/NET Linux Forum also provides some useful
suggestions and tips on uninstalling Windows XP and installing Ubuntu
Linux.</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.tomsguide.com/us/germans-windows-xp-ubuntu,news-17558.html" rel="nofollow"><b>Germans Give Out Linux to Windows XP Die-Hards - Tom's Guide</b></a> - Windows
XP's time is running out, but the city government of Munich, Germany,
knows one way to mitigate the dying system's security risk: Switch the
entire city over to the Ubuntu Linux operating system…</span><br />
<br />
<span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Let
other readers know what you chose to do
with your PC running XP. Did you make the jump to Linux? If so, do you
have any helpful observations or advice to pass on?</b></i></span></span></div>
</div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com2tag:blogger.com,1999:blog-578182129466002550.post-37419221731484143502014-01-05T22:20:00.005-05:002014-03-23T22:37:29.599-04:00Musings at the start of the New Year - 2014<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="MsoNormal">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Have you noticed –</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">For the past decade we've been talking about electronic
health records (EHR), personal health records (PHR), health information
exchange (HIE), mobile health (mHealth), preventive health, genomics, robots, telemedicine,
open source, open access, open data, laptops, tablets, and smartphones. All of
our efforts have been focused on developing, implementing, and using these technologies
and solutions.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Today we're talking about wearable systems, predictive
medicine, precision medicine, regenerative medicine, human augmentation,
exoskeletons, implantable systems, drones, MOOCs, open science, open
government, Singularity, the Internet of Everything (IoE), and Health@Anywhere.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Notice the difference? We've made a lot of progress and have
moved on to actively discuss, design, develop, pilot test, and begin implementing
the next generation of health technologies and solutions.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Think about it!</span></span><b><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> </span></span></i></b><br />
<br />
<b><i><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">What are you currently focused on? What should you be
focused on?</span></span></i></b></div>
</div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-7873710467061401502013-12-30T12:03:00.002-05:002014-01-17T11:38:38.908-05:00Healthcare.gov is now working, but the 'show' goes on...<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">For several months, the news media and GOP politicians had a ball
reporting on the bungled roll out of the federal government's Health
Information Exchange (HIX web site – <a href="http://www.healthcare.gov/" rel="nofollow" target="_blank">Healthcare.gov</a>.
Several months down the road, the story has died down as 'fixes' have
been applied to the site and enrollment has started to climb
dramatically. </span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The latest news showed that a December surge
propelled health care sign-ups through the government's rehabilitated
website past the 1 million mark. Combined with numbers for state-run
markets due in January, that should put total enrollment in the new
private insurance plans under the Affordable Care Act (ACA) at about 2
million people through the end of 2013.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">There was a lot of talk by
politicians about how the government could have done a better job
developing the site and should have turned to the private sector for
help. I found those comments a bit strange, since the site was in fact
developed by private sector contracting companies – not by government
employees.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In the meantime, the latest news out of the Christmas
shopping season was all about the computer systems at Target being
hacked and some well known hi-tech shipping companies failing to
anticipate demand and not delivering purchased gifts on time as
promised.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">What I'm trying to say is that 'sh&*!' happens when
you roll out a massive new system, or demand vastly exceeds your
expectations. When that happens, you apologize, fix the problem, get rid
of some of those that were at fault, get the public relations machine
into gear, and move on. Then you try to learn from the experience and do
better the next go around.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">I expect that the news media and
politicians opposed to 'Obamacare' will shift their focus to other
problems and issues associated with the Affordable Care Act (ACA) and do
their best to stir things up. It's all part of 'the show'. My hope is
that our legislators will expend an equal amount of energy doing their
job - tweaking the law and passing constructive legislation to make it
better.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Remember the emphasis by management on 'Continuous Quality
Improvement (CQI)' programs across all industries during the 1990's.
Let's apply that constructive approach to fixing the healthcare sector
as a whole and improving those aspects of the Affordable Care Act (ACA)
that are a problem.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>We can do better. Let's get on
with it and stop the grandstanding. Let's all try to make 2014 a better
year for our country. What do you think?</b></i></span></span></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-25586496455718629232013-12-26T16:14:00.002-05:002014-01-02T14:48:36.669-05:00'Internet of Things (IoT)' morphs into the 'Internet of Everything (IoE)'<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The numbers are staggering. Gartner predicts that the total economic value add for the Internet of Things (IoT)will be <a href="http://www.gartner.com/newsroom/id/2621015" rel="nofollow" target="_blank">$1.9 trillion dollars in 2020</a>, spread across all industries – especially in healthcare. McKinsey Global Institute pegs the potential economic impact at <a href="http://www.mckinsey.com/insights/business_technology/disruptive_technologies" rel="nofollow" target="_blank">$2.7 trillion to $6.2 trillion by 2025</a>. IDC put the Internet of things technology and services spending at $4.8 trillion in 2012 and expects the market to be <a href="http://www.zdnet.com/internet-of-things-8-9-trillion-market-in-2020-212-billion-connected-things-7000021516/" rel="nofollow" target="_blank">$8.9 trillion in 2020</a>. Cisco Systems has published a white paper entitled "Embracing the Internet of Everything To Capture Your Share of <a href="http://www.cisco.com/web/about/ac79/docs/innov/IoE_Economy.pdf" rel="nofollow" target="_blank">$14.4 Trillion</a>". Key to this rapidly evolving market are open standards and open source technology.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Background</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
'Internet of Things' refers to the equipping of all physical objects in
the world with some form of minuscule identifying devices or computer
sensors that can be inter-connected or networked together.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">However,
as the sensors embedded in these 'things' are enhanced and add new
capabilities like context awareness, increased data processing power,
and more sophisticated communications features, what we currently refer
to as the <b><i>Internet of Things (IoT)</i></b> is morphing into something called the <b><i>Internet of Everything (IoE)</i></b>.
The definition of these terms continue to evolve as development and
implementation of the concepts and technologies move forward.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
Internet currently connects anywhere from 10 to 15 billion devices. That
equates to less than 1 percent of 'things'. According to <a href="https://www.abiresearch.com/press/more-than-30-billion-devices-will-wirelessly-conne" rel="nofollow">ABI Research</a>,
by 2020 more than 30 billion devices will be wirelessly connected to
the Internet of Things (IoT), or the Internet of Everything (IoE). By
2050, there will be trillions of inter-connected 'things' not only all
around us, but also 'inside' us.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">According to <a href="http://www.mckinsey.com/insights/high_tech_telecoms_internet/the_internet_of_things" rel="nofollow">McKinsey & Company</a>,
"the widespread adoption of the Internet of Things (IoT) will take
time, but the time line is advancing thanks to improvements in
underlying technologies. Advances in wireless networking technology and
the greater standardization of communications protocols make it possible
to collect data from these sensors almost anywhere at any time." They
peg the potential economic impact of IoT at $2.7 trillion to $6.2
trillion by 2025.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.gartner.com/newsroom/id/2621015" rel="nofollow">Gartner predicts</a>
that the Internet of Everything (IoE) will add $1.9 trillion to the
global economy by 2020. It is expected that the numbers related to IoE
will continue to climb over the next several decades given falling
costs, adoption of open standards, emergence of innovative open hardware
solutions, and the growth of cloud computing.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.zdnet.com/internet-of-things-8-9-trillion-market-in-2020-212-billion-connected-things-7000021516/" rel="nofollow">IDC</a>
put the Internet of things technology and services spending at $4.8
trillion in 2012 and expects the market to be $8.9 trillion in 2020. IDC
said the installed base of things connected will be 212 billion by the
end of 2020, including 30.1 billion connected autonomous things.
Intelligent systems will be installed and collecting data by this point.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>'Open Source' and the Internet of Everything (IoE)</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Jim Zemlin recently wrote an excellent article entitled <a href="http://www.linux.com/news/featured-blogs/158-jim-zemlin/752128-open-source-tears-down-walled-gardens-to-connect-internet-of-everything" rel="nofollow">Open Source Tears Down Walled Gardens to Connect 'Internet of Everything'</a>.
He states that "a big impediment to the Internet of Everything’s
economic promise and technology advances is interoperability -- the
ability to intelligently share information across electronic devices and
systems regardless of product brand." Bottom line, IoE doesn’t work
unless 'everything' works together.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">According to Zemlin, "Open
source is the ideal, neutral staging area for collaboration that can
provide the interoperability layer needed to make the Internet of
Everything a reality. When everyone jointly develops and uses the same
freely available code, companies can develop innovative services on top
of it and get them to market faster."</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Apparently many others agree with that conclusion. Witness the emergence of the <a href="http://www.openhealthnews.com/content/allseen-alliance">AllSeen Alliance</a>,
a non-profit consortium of major corporations dedicated to driving the
widespread adoption of products, systems and services that will enable
the 'Internet of Everything', built upon an open, universal development
framework and supported by</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Members of the Alliance are helping to
build the next wave of connected smart TVs, appliances, automobiles, and
home automation - the 'Internet of Things' or the 'Internet of
Everything' - by using 'open source' <a href="https://allseenalliance.org/source-code" rel="nofollow">AllJoyn</a>
software to develop interoperable devices, apps and consumer services. </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Members include many of the world’s leading technology companies,
manufacturers and service providers, e.g. Panasonic, Qualcomm, Sharp,
Sears, LG Electronics, Google, Cisco.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Another reason open source
will play a key role in the IoE revolution is that much of the consumer
electronics world have already adopted and embedded the Linux operating
system in their devices. </span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Companies have recognized that it is both
impractical and too costly for any one of them to try and write their
own proprietary code for the millions of different systems that will
make up the Internet of Everything.</span></span><br />
<div style="text-align: center;">
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 562px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://www.qualcomm.com/solutions/ioe" rel="nofollow">Qualcomm</a>,
which reported almost $7 billion in profits on $25 billion in sales
over this past year is investing considerable resources into IoE
technology and solutions- to make the "digital sixth sense" a reality.<br />•
Intel is determined not to miss the Internet of Things (IoT) movement.
Under CEO Brian Krzanich, Intel is pursuing a new family of chips
especially suited for 'wearables' and other small devices. Read about
Intel's 'open source' <a href="http://www.openhealthnews.com/hotnews/intels-open-source-galileo-computer-now-sale">Galileo computer</a> and Quark chips.<br />•
IBM has teamed up with wireless sensor builder Libelium to offer an IoT
starter kit that would let customers deploy dozens of different sensor
applications. The kit integrates <a href="http://www.libelium.com/products/waspmote/" rel="nofollow">Libelium's Waspmote</a> wireless sensor platform with <a href="https://www.ibm.com/developerworks/community/groups/service/html/communityview?communityUuid=a9fa86fc-05f5-4b70-a2a9-780959033d50" rel="nofollow">IBM's Mote Runner</a> software and 6LoWPAN.<br />• Cisco has unveiled the <a href="http://blogs.cisco.com/news/how-the-worlds-most-advanced-network-processor-is-making-the-internet-of-everything-possible/" rel="nofollow">nPower chip</a>, a super-fast processor designed to funnel the enormous volumes of data that the Internet of Things (IoT) will generate.</span></span></td></tr>
</tbody></table>
<div style="text-align: center;">
<br /></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b><i>Internet of Everything (IoE) in Healthcare</i></b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Analysts
at Gartner predict that the emergence of the IoE will help add $1.9
trillion to the economy, spread across manufacturing, healthcare, and
other industries, over the next six years. It is expected that by 2020,
there will be an average 22 connected devices per U.S. home.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In a
white paper prepared for Cisco Systems entitled "Embracing the Internet
of Everything To Capture Your Share of $14.4 Trillion", it estimates
that $106 billion of total value is at stake for those companies that
use the Internet of Everything (IoE) to facilitate connected healthcare
and patient monitoring.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Many of the inefficiencies In healthcare
today can be eliminated as the IoE goes into place. For example, many
measurements and tests that are currently administered manually can be
performed by sensors embedded in a wide range of medical devices, e.g.
diagnostic equipment, drug dispensing systems, surgical robots,
implantable devices, drip machines, personal health and fitness sensors.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
growing number of inexpensive IoE sensors and connections used in
smart home monitoring systems will allow for shorter hospital stays.
The use of many of these new and emerging IoE systems will result in a
fundamental shift in how healthcare providers deliver services and
interact with their patients.</span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 515px;"><tbody>
<tr align="left"><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Libelium has just released a new <a href="http://www.openhealthnews.com/content/libelium-releases-new-open-source-hardware-oshw-ehealth-sensor-platform">e-Health sensor platform</a>,
the e-Health Sensor Shield V2.0, which allows Arduino and Raspberry Pi
users to perform biometric and medical applications where body
monitoring is needed by using 10 different sensors.</span></span></td></tr>
</tbody></table>
<div style="text-align: center;">
<br /></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Final Observations & Conclusions</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
Internet of Everything (IoE) is going to create new markets and a new
economy for the 21st century. Estimates of the dollar value associated
with IoE are all over the place – but all figures mentioned are
staggering. They run from $1.9 trillion to more then $14 trillion over
the next decade.</span></span><br />
<br />
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 521px;"><tbody>
<tr align="left"><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">According to a <a href="http://www.gartner.com/newsroom/id/2621015" rel="nofollow">white paper</a> by Gartner, the verticals that are leading its adoption are manufacturing (15%), <i>healthcare (15%)</i>, and insurance (11%).</span></span></td></tr>
</tbody></table>
<div style="text-align: center;">
<br /></div>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Even
as industries continue to move rapidly forward with plans to build the
Internet of Everything (IoE), arguments are being made that not enough
thought is being given to privacy, security, ethics, and the potential
for a great number of unintended negative consequences. The need for
more public debate about issues like this seems obvious, given the many
recent revelations about NSA's unauthorized spying on American citizens.
The potential for abuse of the technology by governments and private
companies is very real.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Finally, it appears that for the Internet
of Everything(IoE) to bring real value, industry should continue to
adopt and build on open standards. To move things along and keep costs
down, the industry should also continue to use 'open source' software
such as - embedded operating systems software (Linux, Android); network
infrastructure (IPv6); web software (Java, LAMP stack); cloud
infrastructure (OpenStack, CloudStack, Eucalyptus); M2M software stacks
(Mango, DeviceHive, Mihini); RFID software (OpenBeacon, Fostrak);
database systems (Hadoop, HBase, Mongo, NoSQL ).</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>With
the Internet of Everything (IoE), we are now diving headlong into the
21st century and the 'Information Age'. P.S. - If you thought things
have been changing rapidly, think again. It's about to get real wild.</b></i></span></span><br />
<br />
<br />
<div style="text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Other Selected IoT / IoE Links</b></span></span></div>
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 509px;"><tbody>
<tr><td><ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://allseenalliance.org/" rel="nofollow">AllSeen Alliance</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://allseenalliance.org/source-code" rel="nofollow">AllJoyn Software</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://m2m.eclipse.org/" rel="nofollow">Eclipse M2M Solutions</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.internet-of-things.eu/" rel="nofollow">Internet of Things - Europe</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://iotevents.org/" rel="nofollow">Internet of Things (IoT) Events</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.iotwf.com/" rel="nofollow">Internet of Things (IoT) World Forum</a></span></span></li>
</ul>
</td><td><ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://mqtt.org/" rel="nofollow">MQ Telemetry Transport Protocol</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://wiki.ninjablocks.com/" rel="nofollow">Ninja Block</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://ohmage.org/" rel="nofollow">Ohmage</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://openxcplatform.com/" rel="nofollow">OpenXC</a></span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://fluid.media.mit.edu/projects/smarter-objects" rel="nofollow">Smarter Objects Project </a> </span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="http://www.webofthings.org/" rel="nofollow">Web of Things</a></span></span></li>
</ul>
</td></tr>
</tbody></table>
<div style="text-align: center;">
<br /></div>
<br /></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-45534164537869833892013-11-30T16:02:00.001-05:002014-01-02T14:50:15.758-05:00The 'Open' Education & Training Revolution Continues<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">First came free and 'open' source software. Then along came 'Open
Access', 'Open' Data, 'Open' Standards, 'Open' IT Architecture, 'Open'
Hardware, 'Open' Communities, 'Open' Government, 'Open' Education, and
… The 'Open' Movement continues to spread disrupting almost every
industry. The <a href="http://www.openhealthnews.com/blogs/groenpj/2013-08-31/open-revolution-americas-future" target="_blank">'Open' Revolution</a> is a rapidly spreading 21st century global phenomenon.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">This
article focuses on some of the major disruptive changes occurring
related to the field of 'Open Education & Training, in both the
public and private sector. These include everything from 'open access'
journals and textbooks to 'open source' education and training software -
and the latest phenomena, <i>Massive Open Online Courses (MOOC).</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Background</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
number and quality of free and 'open source' education and training
software products out there continues to grow. Have you checked some of
them out? They are aimed at students, teachers, and public and private
sector education and training organizations. Have you heard of Sakai,
Kuali, Kaltura, Moodle, or Zotero? Check out some of the better
products now available – <i>go to the <a href="https://sites.google.com/site/cosiopeneducation/home/software" rel="nofollow" target="_blank">COSI Open Education</a> web site.</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">You
might also want to check out some of the many sources of high quality,
free and 'open access' journals and textbooks available on the web. Do
you know about Bentham Open Access, OER Commons, Versita Open, or the
Directory of Open Access Journals (DOAJ)? <i>Check out these and many of the other <a href="https://sites.google.com/site/cosiopeneducation/home/open-access-resources" rel="nofollow" target="_blank">'Open Access' Education resources.</a></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Then there are <a href="http://en.wikipedia.org/wiki/Massive_open_online_course" rel="nofollow" target="_blank">Massive Open Online Course (MOOC)</a>
web sites that offer low cost, online courses aimed at nearly unlimited
levels of participation by students or trainees around the globe. In
addition to using traditional course materials (e.g. textbooks, videos),
MOOCs also provide interactive user forums that help build a community
for the students, professors, and instructors. MOOCs are a relatively
recent development in distance education.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Massive Open Online Courses (MOOC) emerged from the <a href="http://en.wikipedia.org/wiki/Open_educational_resources" rel="nofollow" target="_blank">open educational resources (OER)</a>
movement. The term MOOC was first coined in 2008 by Dave Cormier of the
University of Prince Edward Island and Senior Research Fellow Bryan
Alexander of the National Institute for Technology in Liberal Education
in Canada. You can read a lot more about the <a href="http://en.wikipedia.org/wiki/Massive_open_online_course#History" rel="nofollow" target="_blank">history of MOOCs</a> on Wikipedia.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">While
MOOCs initially emerged and were used in academic settings, many
private corporations around the world have begun to embrace them as a
new, cost effective alternative for providing training to their
employees.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Major Examples of 'Open' Education & Training Solutions</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>The
following are brief profiles of some of the more notable Massive Open
Online Course (MOOC) platforms that are currently available:</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://www.edx.org/" rel="nofollow">edX</a>
is a non-profit collaborative organization and web portal offering
interactive Massive Open Online Courses (MOOC) in subjects such as law,
history, science, engineering, business, social sciences, computer
science, public health, and more. Their decision to release their source
code to the community was made to further accelerate enhancements to
the platform.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://www.coursera.org/" rel="nofollow">Coursera </a>
is an education company that has partnered with top universities and
organizations around the world to offer free courses online for anyone
to take. Coursera enables its partners to offer their courses to
millions of students. It has emerged as the current leader of the pack,
with over 10 million enrollments in Coursera from approximately 195
countries.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://www.udacity.com/" rel="nofollow">Udacity </a>
is a for-profit education and training organization offering Massive
Open Online Courses (MOOC). Their mission is to help reinvent education
for the 21st century by bridging the gap between real-world skills,
relevant education, and employment.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><a href="https://www.udemy.com/" rel="nofollow">Udemy</a>
is another for-profit education and raining company helping its
students make career moves – whether it be getting a promotion, breaking
into a new industry, starting a company, or furthering a passion.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>Other MOOC platforms to check out include <a href="http://academicearth.org/" rel="nofollow">Academic Earth</a>, <a href="https://www.futurelearn.com/" rel="nofollow">FutureLearn</a>, <a href="http://oeruniversity.org/" rel="nofollow">OER University</a>, <a href="http://www.theopencurriculum.org/" rel="nofollow">OpenCurriculum</a>, and <a href="http://www.youtube.com/education" rel="nofollow">YouTube EDU</a>.</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Corporate Training & MOOCs </b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Massively
Open Online Courses (MOOC) are starting to impact corporate education
and training programs. One of the most obvious benefits of making
world-class academic and corporate educational experiences available
online is the opportunity to lower training costs.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">For example, a
one day training program for 100 employees at a remote site could easily
cost an organization well over $100,000 to hold. Use of MOOCs allow
the costs of developing course content and delivery of training to be
amortized over thousands of company employees taking self-paced training
sessions – with no major travel, facility, or equipment expenses
required.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Many of today's knowledge workers are 'always on',
expecting to access information and training anywhere, anytime – as
needed. MOOCs are ideally suited to these workers of the future. There
is an excellent article posted on Wired.com entitled <a href="http://www.openhealthnews.com/news-clipping/2013-07-19/moocs-move-colleges-companies">MOOCs On The Move From Colleges To Companies</a> that is well worth reading and goes into the topic of MOOCs in much more detail.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
article notes that major corporations around the world are adding
online courses to their new 'blended learning' training programs with
increasing success. It also states that "Online access to company
training courses is making it possible for corporate employees outside
of headquarters to have the same opportunity for management training and
promotion as their HQ peers; for foreign contractors to perform at the
same level as their local peers; and for small companies to provide the
same level and frequency of training to their employees as their larger
competitors. "</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">An increasing number of corporate Human Resource
(HR) management officials are giving MOOCs a closer look as a new, more
cost effective way to deliver training to employees. After trying it
out, many early adopters have warming to the idea and are sharing their
'lessons learned' from their pilot initiatives with others.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>From MOOC to MOOH</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">In
the healthcare arena, the MOOH - Massive Open Online Healthcare – is
their counterpart to MOOCs. Like a MOOC, MOOHs could help revolutionize
how education and training will be delivered in the future to thousands
of healthcare providers and millions of patients – at their convenience.
In other words, MOOHs could play a significant role in reducing
healthcare costs, while also increasing operational efficiency and
effectiveness.<i> Read more about this in <a href="http://www.theatlantic.com/health/archive/2013/07/massive-open-online-healthcare/277683/" rel="nofollow">The Atlantic.</a></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">To
get a taste of what is currently being offered, check out some of these
links to sites with Massive Open Online Healthcare (MOOH) courses: <a href="https://www.edx.org/course-list/allschools/medicine/allcourses" rel="nofollow">edX Medicine Courses</a>, <a href="https://www.coursera.org/courses?orderby=upcoming&cats=medicine" rel="nofollow">Coursera Medical Courses</a>, <a href="http://www.mooc-list.com/tags/medicine" rel="nofollow">MOOC Medical List</a>, <a href="https://www.class-central.com/subject/health" rel="nofollow">Class Central Health& Medicine</a>, <a href="http://www.healthinformaticsforum.com/MOOC" rel="nofollow">Health Informatics MOOC. </a></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Major Issues & Challenges</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">MOOCs
are a relatively new phenomena. As they continue to catch on and gather
momentum, resistance to them is increasing. There are numerous
obstacles to overcome in the coming years before MOOCs find their place,
as the field of education and training rapidly changes to meet the
challenges of the 21st century 'Information Age'.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Some of the many challenges and issues that must be addressed include:</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">•
Helping people overcome their fear of change and adjust to the new
technologies and solutions – whether they be faculty, students,
management, employees, young, or old.<br />• Helping facilitate radical change in how academic institutions and corporations currently offer education and training<br />•
Changing outdated legislation or policies that favor the status quo –
traditional classroom training offered by 'brick and mortar'
institutions<br />• Continue to recognize and facilitate the move towards lifelong learning – offered to anyone, anywhere, anytime<br />• Continue the move towards the privatization of education and training at all levels – high school, college, on-the-job, etc.<br />• Continue to enhance the technologies and processes needed to provide high quality, online distance learning solutions<br />•
Continue to make changes to current education and training programs and
practices – college degrees programs vs. certification programs;
obtaining accreditation for online courses; …<br />• Address the many
privacy and security issues raised as we move towards use of many new
technologies and more online education & training programs<br />•
Explore and create new revenue opportunities for academic institutions,
faculty, and private corporations providing education and training to
people around the world.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Conclusions</b></i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Bottom
Line - Traditional educational institutions are going to change
dramatically over the coming years – investing more heavily in new
technologies; increasingly going online; going after corporate
customers; thinking global; offering certificates in addition to
degrees; using open access textbooks; cutting costs while simultaneously
offering more services; reducing academic staff; learning to be more
flexible and 'open' minded…</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Corporate training program will
continue to evolve and outsource much of their training – the difference
being that they will increasing make use of low cost, Massive Open
Online Courses (MOOC) offerings by public and private sector
organizations. Some of the larger corporations will stand up their own
MOOC systems – using some of the many high quality 'open source'
software tools now available, as well as using 'open access' textbooks
and raining materials. They may even generate revenue by offering
training to others outside their own organization.</span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Globalization,
international competitiveness, and the growth of the knowledge-based
industries of the </span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">21st century will drive the growth of MOOCs. India has
already grabbed the #2 spot in use of MOOCs, after the U.S. Expect
Europe, China, and a growing number of other countries to quickly take
advantage of MOOCs as they compete in the global marketplace.</span></span><br />
<br />
<i><b><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Have
you used a MOOC? What was the experience like? How can they be
improved? Do you think the use of MOOCs will continue to spread? Share
your constructive impressions and ideas with us.</span></span></b></i><br />
<br />
<div style="text-align: center;">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></span><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Key Massive 'Open' Online Courses (MOOC) Links</b></span></span><br />
<div style="text-align: center;">
<br /></div>
</div>
<table border="1" cellpadding="0" cellspacing="0" style="margin-left: auto; margin-right: auto; text-align: left; width: 512px;"><tbody>
<tr><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://academicearth.org/" rel="nofollow">Academic Earth </a> <br />• <a href="https://www.coursera.org/" rel="nofollow">Coursera</a><br />• <a href="https://www.edx.org/" rel="nofollow">edX</a><br />• <a href="https://www.futurelearn.com/" rel="nofollow">FutureLearn</a><br />• <a href="https://www.khanacademy.org/" rel="nofollow">Khan Academy </a><br />• <a href="http://learnzillion.com/" rel="nofollow">LearnZillion</a><br />• <a href="http://mooc.org/" rel="nofollow">MOOC.org</a></span></span></td><td><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://oeruniversity.org/" rel="nofollow">OER University (OERu)</a></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://www.theopencurriculum.org/" rel="nofollow">OpenCurriculum</a></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="https://p2pu.org/en/" rel="nofollow">Peer to Peer University (P2PU)</a></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="https://www.udacity.com/" rel="nofollow">Udacity</a></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="https://www.udemy.com/" rel="nofollow">Udemy</a></span></span><br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">• <a href="http://www.youtube.com/education" rel="nofollow">YouTube EDU</a></span></span></td></tr>
</tbody></table>
<div style="text-align: center;">
<br /></div>
<br /></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0tag:blogger.com,1999:blog-578182129466002550.post-11896604072596165562013-11-25T13:40:00.001-05:002014-01-02T14:51:25.424-05:00What does the future hold for Healthcare and Health IT – From 2015 thru 2030 and Beyond<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">One of the best ways to try and come up with some reasonably sound
predictions about the future of healthcare and health information
technology (IT) over the next several decades, is to do a little 'crowd
sourcing' – tapping into a wide range of individuals, groups, and
sources of information on the web to see what they have to say.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">A
review of over a hundred articles, interviews and reports written over
the past 2-3 years about the future of information technology and
healthcare has led to my compilation of the following list of
predictions for the next 10-15 years - from 2015 thru 2030 – and beyond.
These predictions are broken down into two categories: (1) predictions
about the <i>future of health IT</i>, and (2) predictions about the <i>future of healthcare</i>.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>2015 - 2030</b></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i>The
following is a list of many of the emerging health information
technologies (HIT) and changes in healthcare practices that are
predicted to happen over the next 15 years – from 2015 thru 2025.</i></span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Health IT</b></i></span></span><br />
<ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
U.S. will remain intensely focused through 2020 on implementing
Electronic Health Record (EHR), Personal Health Record (PHR), and Mobile
Health (mHealth) systems that will ultimately be integrated via Health
Information Exchange (HIE) networks.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The use of health
information technologies (HIT) and 'open' access to healthcare data will
contribute significantly to more affordability and improvements in
quality of care over the coming decade.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The vision of putting in place a <i>de facto</i> 1st generation of a National Health Information Network (NHIN) for the U.S. could be largely achieved by 2020.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Health
information technologies (HIT) will help patients to more readily
access the healthcare resources and services on a '7x24x365' basis.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By
2020, new User Interface (UI) solutions will be widely deployed and
utilized, e.g. Wearable Systems, Google Glass, next generation Mobile
Health (mHealth) and Gaming technologies</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Mobile health (mHealth)
technologies are forecasted to reach 1.158 billion users by 2020.
Mobile apps running on these devices will prove extremely valuable in
helping to prevent and treat a wide range of health conditions.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Over
the next decade, Internet-informed patients will become more active
partners in the promotion of their health in partnership with their
health care providers.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By 2025, there will be a wide range of
major 'game changing' advances in biotechnology, nanotechnology,
diagnostics, health information technologies, stem cell treatments,
genomics, human augmentation solutions and much more.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">New
wearable body sensors that capture continuous physiological data streams
will become widely available for use by 2020. This market will continue
to grow substantially through 2025.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By 2025, medical decisions
and treatment will continually improve as they become based on greater
access to better data and health information.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Genomic
Information Systems, BioRepositories, & Predictive Medicine modules
integrated with EHR Systems will be largely in place by 2025.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Nanotechnology & Implantable Health IT Systems interfaced to EHR and PHR Systems will become a reality by 2025.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By
2025, Health Information Exchange (HIE) networks will be interfaced
with other those used in other Industries, e.g. Banking, Security,
Manufacturing, Pharma, etc.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Televideo and Home-based TeleHealth
solutions interconnecting patients with health care providers will be
widely deployed and used by 2025.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">A range of new medical Robotic devices will be interfaced to Health IT (HIT) systems by 2025.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
movement towards 'open access' to health information and journals will
continue to grow and become the accepted norm by 2025.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
movement to make 'open data' about healthcare available to consumers,
researchers, and healthcare providers will also continue to grow over
this next decade.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By 2020, some experts point to a 4000% increase in annual generation of healthcare data.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Integrative
Medicine information and software modules (e.g. acupuncture,
chiropractic, herbal medicine) integrated into EHR/PHR systems</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Personal
health applications fixed to clothes or beneath the skin sending back
constant streams of data to medical centers and providing for real-time
alerts or diagnoses;</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Always-on mobile access to social networks and groups focused on a wide range of health and wellness communities.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Ubiquitous broadband and mobile broadband access will be achieved by 2035</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Increasing
use of 'Social Media' in healthcare will also be one of the other
major growth areas for the healthcare industry in the coming decade.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Smart
healthcare devices and home automation solutions will offer higher
quality healthcare and enable elderly people to stay at home longer.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
'Internet of Things', embedding intelligent processors into almost
every possible device, will continue to proliferate – especially in a
wide range of devices related to health and fitness.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Google Glass could have a major effect on the daily clinical routine and business practices of clinicians.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Health informatics is a field where jobs are expected to grow more than 20 percent in the decade between 2010 and 2020.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Privacy
& security of health IT systems and the issue of ownership of
personal health data will remain hot topics for many years to come.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Many
new free and 'open access' Health Education & Training technologies
and solutions will be a prime area for major innovation and change over
the coming decade, e.g. virtual reality, simulation training, etc.</span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>Healthcare</b></i></span></span><br />
<ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">It is projected that federal government health care expenditures in the U.S. will double over this coming decade.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Almost
100 percent of Americans will have health coverage of some sort by 2020
from Medicare, Medicaid, Children’s Health Insurance Program (CHIP),
Veterans Health, Military Health, Indian Health, and other programs
offering some form of subsidized coverage.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By 2020, health
information technology (HIT) systems will enable managed care to move
from a restrictive gatekeeper role to better coordinating treatments in a
more cost-effective way.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Home health care and self care will grow dramatically over the coming decade(s).</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By
2020, about one in five health care dollars in the U.S. spent on people
ages 50-69 could be consumed by obesity-related medical problems – if
major steps are not taken to address this issue.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By 2020, one in
three hospitals across the U.S. will probably close, merge, or
reorganize into an entirely different form of health care service
provider organization.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Technology and access to large 'open
data' resources will help providers better coordinate healthcare and
more appropriate solutions that yield consistently better outcomes.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">EHR
systems connected to HIE networks will result in quicker notice from
hospital emergency departments to a patient's primary care physician.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By
2020, technology will result in better measurement of outcomes which in
turn will result in improved clinical guidelines and documentation of
'best practices'.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Large quantities of hard data collected by EHR
systems will be automatically transferred to public health data
repositories via HIE networks, resulting in improved public health,
medical research, and capabilities to responding to potential threats
(e.g. pandemics, bioterrorism).</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The emphasis in health care will continue shifting to disease prevention and health promotion.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">There
will be a continuing shift to personalized health care through 2025,
encouraging patients to become more empowered and intimately involved in
managing their own health care.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The emphasis on ambulatory care and long term geriatric care in the U.S. will continue to grow over the next several decades.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Using
smartphones, millions of Africans now have access to the Internet and
the outside world. They are using such technologies to mitigate
deep-seated problems such as water borne illness, which have slowed
their development.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Health care spending in China could triple
and grow to more than $1 trillion by 2020, as China plans to build
31,000 new hospitals over the coming decade. Major activity along the
same lines will also be taking place in India.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">America is facing
a looming shortage of medical professionals over the coming decade that
will require innovative new solutions to resolve.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">'Open Access'
and 'Open Data' will remain hot topics in the healthcare arena over the
next decade with major implications for researchers, publishers, and
the creation of many new startup companies.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Expect increased
competition and lower in the healthcare market over the coming decades
from multiple sources of innovation – e.g. health information
technologies, genomics, health insurance exchanges (HIX), 'open source'
health IT solutions, health tourism, regenerative health…</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The field of 'predictive medicine' will emerge and grow as the development of new genomic information systems spread and evolve.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Regenerative
Medicine will begin to advance rapidly. Complete organ replacements
grown from stem cells will become possible in the 2020-2030 For example,
replacement organs, such as kidneys and livers, should be developed by
2030 and will start to be implanted in humans. Other advances will
include teeth regeneration; cures for hearing loss; limb replacement;
implanting biomedical devices, nanobots, and so much more.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Novel
techniques such as cloning, stem cell research and germ-line
engineering will raise the specter of a new class system, differentiated
by those possessing the ability to “enhance themselves and their
offspring” versus those who can't do so.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Military organizations
are now experimenting with a wide range of 1st generation human
augmentation technologies, including exoskeletons that allow personnel
to carry increased loads and perform at a higher level. Think of the
possibilities for the disabled, elderly, and many others.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Owing
to the high cost of human augmentation, it probably will probably not
begin to be widely available for at least 15-20 years – and only to
those who are able to pay for it. Such a situation may lead to a
two-tiered society of enhanced and non-enhanced persons. This raises a
number of moral, ethical and legal issues.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Diagnostic and
pathogen-detection devices developed over the next decade will be key
enabling technologies for disease management and will have the power to
transform medicine.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">More readily available genetic testing will
hasten disease diagnosis and help physicians better decide on the
optimal treatment for each patient.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The declining cost of
diagnostic devices and genetic testing will facilitate the cataloguing
of many more individuals’ genetic profiles, leading to a greater
understanding of the genetic basis of many diseases.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">By 2020 scientists will start to customize drugs for their patients based on their genetic make-up.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Synergistic
technologies such as computer processing power and big data storage and
analysis will be important for managing the huge amounts of data
gathered by genome sequencing.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Combined with advances in
robotics, avatars could provide feedback in the form of sensors
providing touch and smell as well as aural and visual information to the
operator.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Recent breakthroughs in remote surgery, gene
manipulation, cloning, and molecularization of microchips have opened a
world of untold possibilities.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">There is a growing realization of
the need for more holistic, multidisciplinary and networked global
approaches to effectively take on and overcome the challenges we will
face in the future.</span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><b>Beyond 2030</b></span></span><br />
<ul>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Global
population is expected to stabilize at over 10 billion people by 2050.
Approximately 70% of the world's population will live in cities by 2050.
Many developed countries around the world will increasingly confront
problems associated with population decline and aging.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Human
overpopulation, will put significant pressure on energy, food, and water
resources. Competition for these resources will generate strife in many
regions across the globe, especially in South East Asia, Central Asia,
and Sub-Saharan Africa. Expect increases in malaria, diarrhea, cholera,
TB, hepatitis, HIV/AIDS, SARS, influenza, and other communicable
diseases… not to mention famine, undernourishment, and starvation.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">A
pandemic of highly transmissible disease is expected to occur by 2030.
Worst case scenario: Within the U.S., hundreds of millions of Americans
could become ill and the death toll could mount into the tens of
millions. Outside the U.S., almost a third of the worldwide population
could become ill and hundreds of millions could die.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The field of Regenerative Medicine will continue to grow and advance.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Human
Augmentation spans a wide gamut of technologies, ranging from implants
and prosthetics to powered exoskeletons. Human augmentation will enhance
our innate human abilities. It could be used to replace missing limbs
or correct defective functionality.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Elderly people could
ultimately benefit from powered exoskeletons that assist wearers with
simple walking and lifting activities, improving the health and quality
of life for aging populations, as well as many disabled individuals.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Prosthetic
limbs have now reached the stage where they offer equivalent or
slightly improved functionality to human limbs. Prosthetics will
eventually be directly integrated with the user’s body.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">As
replacement limb technology advances, people may choose to enhance their
physical selves, much as they do with cosmetic surgery today.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Brain-machine
interfaces in the form of brain-implants are demonstrating that
directly bridging the gap between brain and machine will become a
reality. Neuro-enhancements to humans could provide superior memory
recall or speed of thought.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Neuro-pharmaceuticals will allow
people to maintain concentration for longer periods of time or enhance
their learning abilities.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The continued evolution of man's
interaction and integration with computers, robotics, and
biotechnologies as we move towards that moment of 'Singularity'.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">Unequal
access to advances in health, medicine, and biotechnologies will fuel
increased tensions and actual conflict between rich and poor in both
developed and under developing nations around the world.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">The
need for increased international cooperation and collaboration coupled
with partnerships between the public and private sectors will be
increasingly required to deal with the great challenges ahead.</span></span></li>
</ul>
<span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><i><b>What other predictions do you have about the future of health IT and healthcare? Share your predictions with us.</b></i></span></span></div>
Artists Aflame - Peter Groenhttp://www.blogger.com/profile/04681516348404413163noreply@blogger.com0