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1. Copyrights – Hanumayamma Innovations and Technologies, incCopyrights – Hanumayamma Innovations and Technologies, inc
The Role of Big Data in creating Sense EHR
Manav Pavitra Singh, Santosh Kedari Chandrasekar Vuppalapati
Hanumayamma Innovations and Technologies Inc. San Jose State University
manav2119@gmail.com chandrasekar.vuppalapati@sjsu.edu
skedari@hanuinnotech.com

2. Copyrights – Hanumayamma Innovations and Technologies, inc
Source: http://www.big-dataservice.net

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Problem Statement
Let us take an example of obesity, which leads to health problems like certain
types of cancer, heart diseases, osteoarthritis, obstructive sleep apnea, blood
pressure and type-2 diabetes. In 2014, a Lancet study estimated that the
number of overweight adults in the world was 2.1 billion in 2013, compared
with 857 million in 1980.
Source:
http://www.thelancet.com/journals/lancet/article/PIIS0140
-6736(14)60460-8/fulltext
IEEE BigDataService 2016, Oxford, UK

4. Copyrights – Hanumayamma Innovations and Technologies, inc
Contd.,
In most healthcare settings today, nearly all insight
into a patient’s health is lost by the time they leave
the clinical care setting.
Source:http://www.preventicesolutions.com/about-us.html
IEEE BigDataService 2016, Oxford, UK

5. Copyrights – Hanumayamma Innovations and Technologies, inc
Solution
Using remote patient monitoring, healthcare providers,
payers and governments are looking for more
convenient and cost-effective ways to deliver care,
improve patient outcomes and increase access. CIOs
should follow these guidelines to support this initiative.
Healthcare CIOs Must Focus Efforts
on Remote Patient Monitoring to
Improve Health Outcomes
Gartner
Source: G00273150
IEEE BigDataService 2016, Oxford, UK

6. Copyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK

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Executive Summary
Using remote patient monitoring, healthcare providers, payers and governments are looking for more
convenient and cost-effective ways to deliver care, improve patient outcomes and increase access. CIOs
should follow these guidelines to support this initiative.
Healthcare CIOs Must Focus Efforts on
Remote Patient Monitoring to Improve
Health Outcomes
Gartner
Source: G00273150
https://www2.deloitte.com/content/dam/Deloitte/be/Documents/life-sciences-health-care/Connected%20Health%20-%20FINAL%20report.pdf

8. Copyrights – Hanumayamma Innovations and Technologies, incCopyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK

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IEEE BigDataService 2016, Oxford, UK

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IEEE BigDataService 2016, Oxford, UK

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Engineering Architecture & Solution
Integrate Patient Mobile or Device Sensor data
streams directly into Electronic Health Records and
enable remote monitoring of patients.
IEEE BigDataService 2016, Oxford, UK

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Data Sources:
Family History
Health Data
Wearables
World Health Organization, ICD-10
Life Style Data,
Social Media,
Medical Devices,
Healthcare Analytics
Platform:
HIPAA,
Clinial Quality Metrics
Context Aware
Recommendations:
Age, Demographics, etc

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Twitter Analysis

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Plasma count results based on age

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IEEE BigDataService 2016, Oxford, UK

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Pricing Mode – Basic
• Free EHR Access
• Free Reports
• Storage Up to 50 MB Documents
Analytics
• Twitter Analytics
• Geo Recommendations & Similar User Recommendation
• Disease Propagation
• Real-time Device Integration (Maximum 2 BLE Enabled devices)
• Food & Nutrition Data Search (77K Product search)
$ Free

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Pricing Mode – Health Enthusiast
• Free EHR Access
• Free Reports
• Storage Up to 1Gb Documents
Analytics
• Twitter Analytics
• Geo Recommendations & Similar User Recommendation
• Disease Propagation
• Real-time Device Integration (Maximum 2 BLE Enabled devices)
• Food & Nutrition Data Search (77K Product search) Plus 100K Exclusive product search
• Disease Database - Showing likelihood index per disease.
• Display of proposed symptoms
• Wearable Integration & Fit bit Integration
• Exclusive recommendation
• Emergency Alert Card (NFC) & Plastic Card
$5 / m

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Pricing Mode – Health Pro or Evangelist
• Free EHR Access
• Free Reports
• Storage Up to 1 GB Documents
Analytics
• Twitter Analytics
• Geo Recommendations & Similar User Recommendation
• Disease Propagation
• Real-time Device Integration (Maximum 2 BLE Enabled devices)
• Food & Nutrition Data Search (77K Product search) Plus 100K Exclusive product search
• Disease Database - Showing likelihood index per disease.
• Display of proposed symptoms
• Wearable Integration & Fit bit Integration
• Exclusive recommendation
• Emergency Alert Card (NFC) & Plastic Card
• Clinical Trials Dashboard
• ICD Browser
$15 / m

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Source: http://radar.oreilly.com/2013/09/the-role-of-big-data-in-personalizing-the-healthcare-
experience-mobile-2.html

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Providing personalized recommendation for
Intersection points for health enthusiasts

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Upcoming Remote Monitoring for Health Enthusiasts and Health Pros
• Using remote patient monitoring (RPM), healthcare providers, payers and governments are looking
for more convenient and cost-effective ways to deliver care, improve patient outcomes and
increase access.
• Fear of readmissions penalties, an increase of chronic health conditions, looming physician
shortages and mobile technology advancements are driving adoption of remote patient monitoring
tools.
• US Market: Frost & Sullivan predicts the market will grow 13.2 percent over the next five years.
(Market projected to reach US $46.1 billion by 2020).
• European market - RPM revenues are expected to grow at a CAGR of 35.0 percent between 2013
and 2018, reaching € 19.4 billion ($21.7 billion) at the end of the forecast period.
Source: http://www.healthcareitnews.com/news/remote-patient-monitoring-market-booming-amid-readmission-fines-doctor-shortages-report-says
G00273150 http://medcitynews.com/2014/06/biggest-market-remote-patient-monitoring/?rf=1
http://www.strategyr.com/MarketResearch/Remote_Patient_Monitoring_Systems_Market_Trends.asp

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http://www.npr.org/sections/health-
shots/2016/04/11/473802292/medicare-seeks-
savings-and-innovation-with-a-switch-in-doctors-
pay

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Potential Market

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Berg Insight estimates that revenues for remote patient
monitoring (RPM) solutions reached € 4.3 billion ($4.81 billion) in
2013, including revenues from medical monitoring devices,
mHealth connectivity solutions, care delivery platforms and
monitoring services. RPM revenues are expected to grow at a
CAGR of 35.0 percent between 2013 and 2018, reaching € 19.4
billion ($21.7 billion) at the end of the forecast period.
Source:
http://medcitynews.com/2014/06/biggest-
market-remote-patient-monitoring/?rf=1
IEEE BigDataService 2016, Oxford, UK

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Solution
Source:
http://medcitynews.com/2014/06/biggest-
market-remote-patient-monitoring/?rf=1
IEEE BigDataService 2016, Oxford, UK

29. Copyrights – Hanumayamma Innovations and Technologies, inc
Using remote patient monitoring, healthcare providers, payers and governments are looking for more
convenient and cost-effective ways to deliver care, improve patient outcomes and increase access. CIOs
should follow these guidelines to support this initiative.
Healthcare CIOs Must Focus Efforts on
Remote Patient Monitoring to Improve
Health Outcomes
Gartner
Source: G00273150
http://www.strategyr.com/MarketResearch/Remote_Patient_Monitoring_Systems_Market_Trends.asp

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Potential Customers
Governments & NGOs Private Healthcare Facilities

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Potential Customers
Corporates Rx & Clinical Groups

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Potential Customers
Health Insurances EHR Companies

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Conclusion
Source:http://www.preventicesolutions.c
om/about-us.html
IEEE BigDataService 2016, Oxford, UK

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Next Generation EHR
• Inclusion of Augmented Reality (AR), Virtual Reality(VR) to improve patient outcomes
• EHR included for AR and VR
Sources:
http://googlesystem.blogspot.co.uk/2010/12/google
-body-browser.html IEEE BigDataService 2016, Oxford, UK

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Questions?
Technologies and Innovations for helping humanity
IEEE BigDataService 2016, Oxford, UK

36. Copyrights – Hanumayamma Innovations and Technologies, inc
References
• G. Eason, B. Noble, and I. N. Sneddon, “On certain integrals of Gartner, “Gartner Says the Internet
of Things Installed Base Will Grow to 26 Billion Units By 2020”, December 12, 2013, [Online],
Available: http://www.gartner.com/newsroom/id/2636073
• CMS, “Clinical Quality Measures Basics”, December 12, 2015, [Online], Available:
https://www.cms.gov/regulations-andgui
• Anand Rajaraman and Jeffrey David Ullman , Mining of Massive Datasets, Cambridge University
Press (December 30, 2011)
• CMS, “2014 Clinical Quality Measures (CQMs) Adult Recommended Core Measures”, Accessed:
01/12/2016, Available: https://www.cms.gov/regulations-
andguidance/legislation/ehrincentiveprograms/downloads/2014_cqm_adultrecommend_coresett
able.pdf
• Healthcare CIOs Must Focus Efforts on Remote Patient Monitoring to Improve Health Outcomes
https://www.gartner.com/doc/3022018/healthcare-cios-focus-efforts-remote
• Remote patient monitoring market booming amid readmission fines, doctor shortages, report
says: http://www.healthcareitnews.com/news/remote-patient-monitoring-market-booming-amid-
readmission-fines-doctor-shortages-report-says
IEEE BigDataService 2016, Oxford, UK

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References
• The Big Data Revolution in Healthcare: accelerating value and innovation -
http://www.mckinsey.com/industries/healthcare-systems-and-services/our-insights/the-big-data-
revolution-in-us-health-care
• Sanjeevani Electronic Health Records – http://www.sanjeevani-ehr.com
IEEE BigDataService 2016, Oxford, UK