leveraging the ehr as a platform for real-time predictive

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Leveraging the EHR as a platform for real-time predictive models Vincent Liu, MD MS Regional Director, Hospital Advanced Analytics Critical Care, KP Santa Clara Research Scientist, KP Division of Research [email protected]

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Page 1: Leveraging the EHR as a platform for real-time predictive

Leveraging the EHR as a platform for real-time predictive models

Vincent Liu, MD MS Regional Director, Hospital Advanced Analytics Critical Care, KP Santa Clara Research Scientist, KP Division of Research [email protected]

Page 2: Leveraging the EHR as a platform for real-time predictive

1.  The promise of predictive analytics 2.  The program over predictive analytics 3.  The platform for predictive analytics

The EHR as a platform for real-time predictive analytics

Page 3: Leveraging the EHR as a platform for real-time predictive

The Gartner Hype Cycle for Emerging Technologies, 2013

Smart Dust

Autonomous Vehicles

Trough of Disillusionment

Slope of Enlightenment

Plateau of Productivity

Peak of IE

Innovation Trigger

Consumer 3D Printing

Predictive Analytics?

Near-field Communications

Page 4: Leveraging the EHR as a platform for real-time predictive

The consumer experience of predictive analytics

Page 5: Leveraging the EHR as a platform for real-time predictive

The healthcare reality of predictive analytics

Page 6: Leveraging the EHR as a platform for real-time predictive

The need for predictive analytic governance

Researchers & Model Builders

IT & Platform Team

Operational Leadership Clinicians

Data Science Delivery Science +

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