leveraging analytics for better healthcare
TRANSCRIPT
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Ullas Nambiar Architect & Scientist CTO Office, EMC Corporation, Bangalore
Analytics in Healthcare
February 13, 2015 ICDBA 2015, SRM University, Chennai, India
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Gartner Viewpoint 2020 Healthcare is Inseparable From Next-generation IT
By 2020, healthcare is increasingly unrecognizable from today, characterized by: • Enhanced Diagnosis • Precision care delivery • Expanded patient self-service Driven, managed and supported by: • Intelligent, real-time operations infrastructure • With process directed by predictive and prescriptive
analytics • Relying on a reinvented data and ICT foundation Staffers, V. (2013, October) The healthcare scenario 2020 Lecture conducted from Gartner Symposium/IT Expo 2013 Orlando, FL
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The Analytics Matrix
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Predictive Analytics Solutions deliver the knowledge & insight organizations need in order to discover new medical procedures, streamline efficiencies and reduce costs – resulting in better care for patients around the world.
Predictive Analytics in Healthcare
Predictive Analytics enable healthcare organizations to:
• Support clinical research
• Improve disease management
• Monitor the quality of patient care
• Improve operational efficiency
• Maintain accreditation
• Combat healthcare fraud
• Protect public health
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The eHealth Eco-System
eHealth Platform
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7 Table of Contents
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Detecting
Seasonal
Influenza Using
Search Logs
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Epidemics of seasonal influenza are a major
public health concern, causing tens of
millions of respiratory illnesses and 250,000
to 500,000 deaths worldwide each year
Early detection of disease activity, when followed by a rapid response, can reduce the impact of both seasonal and pandemic influenza
Using internet searches for influenza surveillance. Clinical Polgreen, P. M., Chen, Y., Pennock, D. M. & Forrest, N. D. Infectious Diseases 47, 1443–1448 (2008)
Detecting influenza epidemics using search engine query data Jeremy Ginsberg,Matthew H. Mohebbi,Rajan S. Patel,Lynnette Brammer,Mark S. Smolinski & Larry Brilliant
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CDC publishes national and
regional data from these
surveillance systems on a weekly
basis, typically with a 1-2 week
reporting lag
Detecting influenza epidemics using search engine query data Jeremy Ginsberg,Matthew H. Mohebbi,Rajan S. Patel,Lynnette Brammer,Mark S. Smolinski & Larry Brilliant
Detecting influenza epidemics using search engine query data
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Big Data Analytics for HealthCare Insights
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Yasmine Delawari Johnson was able to get a glimpse into the future
Crystal Ball
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