Sanjeevani EHR IEEE Big Data Services 2016, Oxford, UK

Copyrights – Hanumayamma Innova4ons and Technologies, inc Copyrights – Hanumayamma Innova4ons and Technologies, inc

The Role of Big Data in crea2ng Sense EHR

Anitha Ilapakur2, Santosh Kedari Chandrasekar Vuppalapa2 Hanumayamma Innova2ons and Technologies Inc. San Jose State University [email protected] [email protected] [email protected]

Copyrights – Hanumayamma Innova4ons and Technologies, inc Source: h=p://www.big-‐dataservice.net

Copyrights – Hanumayamma Innova4ons and Technologies, inc



Problem Statement Let us take an example of obesity, which leads to health problems like certain types of cancer, heart diseases, osteoarthri4s, obstruc4ve sleep apnea, blood pressure and type-‐2 diabetes. In 2014, a Lancet study es4mated that the number of overweight adults in the world was 2.1 billion in 2013, compared with 857 million in 1980.

Source: h=p://www.thelancet.com/journals/lancet/ar4cle/PIIS0140-‐6736(14)60460-‐8/fulltext


Contd., In most healthcare seUngs today, nearly all insight into a pa4ent’s health is lost by the 4me they leave the clinical care seUng.

Source:h=p://www.preven4cesolu4ons.com/about-‐us.html



Solu4on Using remote pa4ent monitoring, healthcare providers, payers and governments are looking for more convenient and cost-‐effec4ve ways to deliver care, improve pa4ent outcomes and increase access. CIOs should follow these guidelines to support this ini4a4ve.

Healthcare CIOs Must Focus Efforts on Remote Pa4ent Monitoring to Improve Health Outcomes

Gartner

Source: G00273150


Execu4ve Summary

Using remote pa4ent monitoring, healthcare providers, payers and governments are looking for more convenient and cost-‐effec4ve ways to deliver care, improve pa4ent outcomes and increase access. CIOs should follow these guidelines to support this ini4a4ve.

Healthcare CIOs Must Focus Efforts on Remote Pa4ent Monitoring to Improve Health Outcomes

Gartner

Source: G00273150

h=ps://www2.deloi=e.com/content/dam/Deloi=e/be/Documents/life-‐sciences-‐health-‐care/Connected%20Health%20-‐%20FINAL%20report.pdf


Team

Source: h=p://www.clearclinica.com/crossing-‐the-‐valley-‐of-‐death-‐with-‐digital-‐pa4ent-‐monitoring/


Team

Source: h=p://www.clearclinica.com/crossing-‐the-‐valley-‐of-‐death-‐with-‐digital-‐pa4ent-‐monitoring/



Engineering Architecture & Solu4on

Integrate Pa4ent Mobile or Device Sensor data streams directly into Electronic Health Records and enable remote monitoring of pa4ents.


Berg Insight es4mates that revenues for remote pa4ent monitoring (RPM) solu4ons reached € 4.3 billion ($4.81 billion) in 2013, including revenues from medical monitoring devices, mHealth connec4vity solu4ons, care delivery plagorms 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: h=p://medcitynews.com/2014/06/biggest-‐market-‐remote-‐pa4ent-‐monitoring/?rf=1


Solu4on

Source: h=p://medcitynews.com/2014/06/biggest-‐market-‐remote-‐pa4ent-‐monitoring/?rf=1


Sensors

Source: h=p://developer.android.com/guide/topics/sensors/sensors_overview.html


Sensors

Source: h=ps://blog.joeblau.com/contextual-‐ios-‐sokware


Sensor Data + Machine Learning


Source: h=p://www.slideshare.net/JohannaMischke/convergence-‐between-‐cloud-‐internet-‐of-‐things-‐and-‐wearable-‐technologies


Sensor Data + Machine Learning

Source: h=p://www.slideshare.net/JohannaMischke/convergence-‐between-‐cloud-‐internet-‐of-‐things-‐and-‐wearable-‐technologies


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


Healthcare Analy4cs Plagorm


Machine Learning

•  Supervised & Un-‐supervised algorithms

EHR


h=ps://www.cms.gov/regula4ons-‐and-‐guidance/legisla4on/ehrincen4veprograms/clinicalqualitymeasures.html



Copyrights – Hanumayamma Innova4ons and Technologies, inc h=ps://s3.amazonaws.com/cdn.iotwf.com/breakouts/2014/H-‐ARC-‐01_Cisco-‐Intel-‐IBM_FINAL.pdf


Case Study

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Conclusion

Source:h=p://www.preven4cesolu4ons.com/about-‐us.html

Copyrights – Hanumayamma Innova4ons and Technologies, inc Source: h=p://www.mckinsey.com/industries/healthcare-‐systems-‐and-‐services/our-‐insights/the-‐big-‐data-‐revolu4on-‐in-‐us-‐health-‐care



Next Genera4on EHR

•  Inclusion of Augmented Reality (AR), Virtual Reality(VR) to improve pa4ent outcomes •  EHR included for AR and VR

Sources: h=p://googlesystem.blogspot.co.uk/2010/12/google-‐body-‐browser.html


Ques4ons?

Technologies and Innova2ons for helping humanity


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: h=p://www.gartner.com/newsroom/id/2636073

•  CMS, “Clinical Quality Measures Basics”, December 12, 2015, [Online], Available: h=ps://www.cms.gov/regula4ons-‐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: h=ps://www.cms.gov/regula4ons-‐andguidance/legisla4on/ehrincen4veprograms/downloads/2014_cqm_adultrecommend_corese=able.pdf

•  Healthcare CIOs Must Focus Efforts on Remote Pa4ent Monitoring to Improve Health Outcomes h=ps://www.gartner.com/doc/3022018/healthcare-‐cios-‐focus-‐efforts-‐remote

•  Remote pa4ent monitoring market booming amid readmission fines, doctor shortages, report says: h=p://www.healthcareitnews.com/news/remote-‐pa4ent-‐monitoring-‐market-‐booming-‐amid-‐readmission-‐fines-‐doctor-‐shortages-‐report-‐says


References •  The Big Data Revolu4on in Healthcare: accelera4ng value and innova4on -‐

h=p://www.mckinsey.com/industries/healthcare-‐systems-‐and-‐services/our-‐insights/the-‐big-‐data-‐revolu4on-‐in-‐us-‐health-‐care

•  Sanjeevani Electronic Health Records – h=p://www.sanjeevani-‐ehr.com

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Sanjeevani EHR IEEE Big Data Services 2016, Oxford, UK

Data & Analytics