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
Copyrights – Hanumayamma Innovations and Technologies, inc
Source: http://www.big-dataservice.net
Copyrights – Hanumayamma Innovations and Technologies, inc
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
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
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
Copyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, incCopyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK
Copyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK
Copyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK
Copyrights – Hanumayamma Innovations and Technologies, inc
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
Twitter Analysis
Copyrights – Hanumayamma Innovations and Technologies, inc
Plasma count results based on age
Copyrights – Hanumayamma Innovations and Technologies, inc
IEEE BigDataService 2016, Oxford, UK
Copyrights – Hanumayamma Innovations and Technologies, inc
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
Source: http://radar.oreilly.com/2013/09/the-role-of-big-data-in-personalizing-the-healthcare-
experience-mobile-2.html
Copyrights – Hanumayamma Innovations and Technologies, inc
Providing personalized recommendation for
Intersection points for health enthusiasts
Copyrights – Hanumayamma Innovations and Technologies, inc
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
http://www.npr.org/sections/health-
shots/2016/04/11/473802292/medicare-seeks-
savings-and-innovation-with-a-switch-in-doctors-
pay
Copyrights – Hanumayamma Innovations and Technologies, inc
Potential Market
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
Solution
Source:
http://medcitynews.com/2014/06/biggest-
market-remote-patient-monitoring/?rf=1
IEEE BigDataService 2016, Oxford, UK
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
Copyrights – Hanumayamma Innovations and Technologies, inc
Potential Customers
Governments & NGOs Private Healthcare Facilities
Copyrights – Hanumayamma Innovations and Technologies, inc
Potential Customers
Corporates Rx & Clinical Groups
Copyrights – Hanumayamma Innovations and Technologies, inc
Potential Customers
Health Insurances EHR Companies
Copyrights – Hanumayamma Innovations and Technologies, inc
Conclusion
Source:http://www.preventicesolutions.c
om/about-us.html
IEEE BigDataService 2016, Oxford, UK
Copyrights – Hanumayamma Innovations and Technologies, inc
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
Copyrights – Hanumayamma Innovations and Technologies, inc
Questions?
Technologies and Innovations for helping humanity
IEEE BigDataService 2016, Oxford, UK
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
Copyrights – Hanumayamma Innovations and Technologies, inc
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

Hanu Tech

  • 1.
    Copyrights – HanumayammaInnovations 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 – HanumayammaInnovations and Technologies, inc Source: http://www.big-dataservice.net
  • 3.
    Copyrights – HanumayammaInnovations and Technologies, inc 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 – HanumayammaInnovations 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 – HanumayammaInnovations 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 – HanumayammaInnovations and Technologies, inc IEEE BigDataService 2016, Oxford, UK
  • 7.
    Copyrights – HanumayammaInnovations and Technologies, inc 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 – HanumayammaInnovations and Technologies, incCopyrights – Hanumayamma Innovations and Technologies, inc IEEE BigDataService 2016, Oxford, UK
  • 9.
    Copyrights – HanumayammaInnovations and Technologies, inc IEEE BigDataService 2016, Oxford, UK
  • 10.
    Copyrights – HanumayammaInnovations and Technologies, inc IEEE BigDataService 2016, Oxford, UK
  • 11.
    Copyrights – HanumayammaInnovations and Technologies, inc
  • 12.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 13.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 14.
    Copyrights – HanumayammaInnovations and Technologies, inc Twitter Analysis
  • 15.
    Copyrights – HanumayammaInnovations and Technologies, inc Plasma count results based on age
  • 16.
    Copyrights – HanumayammaInnovations and Technologies, inc IEEE BigDataService 2016, Oxford, UK
  • 17.
    Copyrights – HanumayammaInnovations and Technologies, inc
  • 18.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 19.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 20.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 21.
    Copyrights – HanumayammaInnovations and Technologies, inc Source: http://radar.oreilly.com/2013/09/the-role-of-big-data-in-personalizing-the-healthcare- experience-mobile-2.html
  • 22.
    Copyrights – HanumayammaInnovations and Technologies, inc Providing personalized recommendation for Intersection points for health enthusiasts
  • 23.
    Copyrights – HanumayammaInnovations and Technologies, inc
  • 24.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 25.
    Copyrights – HanumayammaInnovations and Technologies, inc http://www.npr.org/sections/health- shots/2016/04/11/473802292/medicare-seeks- savings-and-innovation-with-a-switch-in-doctors- pay
  • 26.
    Copyrights – HanumayammaInnovations and Technologies, inc Potential Market
  • 27.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 28.
    Copyrights – HanumayammaInnovations and Technologies, inc Solution Source: http://medcitynews.com/2014/06/biggest- market-remote-patient-monitoring/?rf=1 IEEE BigDataService 2016, Oxford, UK
  • 29.
    Copyrights – HanumayammaInnovations 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
  • 30.
    Copyrights – HanumayammaInnovations and Technologies, inc Potential Customers Governments & NGOs Private Healthcare Facilities
  • 31.
    Copyrights – HanumayammaInnovations and Technologies, inc Potential Customers Corporates Rx & Clinical Groups
  • 32.
    Copyrights – HanumayammaInnovations and Technologies, inc Potential Customers Health Insurances EHR Companies
  • 33.
    Copyrights – HanumayammaInnovations and Technologies, inc Conclusion Source:http://www.preventicesolutions.c om/about-us.html IEEE BigDataService 2016, Oxford, UK
  • 34.
    Copyrights – HanumayammaInnovations and Technologies, inc 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
  • 35.
    Copyrights – HanumayammaInnovations and Technologies, inc Questions? Technologies and Innovations for helping humanity IEEE BigDataService 2016, Oxford, UK
  • 36.
    Copyrights – HanumayammaInnovations 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
  • 37.
    Copyrights – HanumayammaInnovations and Technologies, inc 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

Editor's Notes

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