Data-driven Approaches to Augment Clinical Decision in EMR Era - PowerPoint PPT Presentation

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Data-driven Approaches to Augment Clinical Decision in EMR Era

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  1. Health Data Initiative Forum III The Health Datapalooza Data-driven Approaches to Augment Clinical Decision in EMR Era Ketan ManeRenaissance Computing Institute (RENCI) University of North Carolina, Chapel Hill, NC, USA kmane@renci.org

  2. ~42% ~5% ~3% ~50% Ref: StarfieldB. Is US health really the best in the world?. JAMA. 2000;284(4):483-485. http://www.naturodoc.com/library/public_health/doctors_cause_death.htm

  3. Electronic Medical Record Systems Patient Data Time Information Overload demands need for external aid to process information

  4. Challenge to use EMR in Clinical Care? EMR data Patient Diagnosis + Treatment + Outcomes Information overload Decision making Targeted Approach/ Personalized Medicine Target Patient Real-time use

  5. Data Driven Approach with Visual Analytics as External Aid EMR Raw Data Actionable Data for Use in clinical care EMR data Patient Diagnosis + Treatment + Outcomes Visual Analytics Layer Alternate Treatment Options Predictive Insight Target Patient Patient-Centric Options 5

  6. Patient Longitudinal Data Demographics How has my patient responded to treatments in past Who is my target patient Selected Rx projected response based on outcome of similar patients. What Rx have been prescribed? Was there any overlap in Rx What alternate Rx options are available for treatment Comparative Population Data as Evidence

  7. Summarize In addition to showing patient longitudinal data The approach shows – how EMR population data can be used at the point of care to offer - Alternate Treatment Options Patient-Centric Solution Predictive Insight Thank you Ketan Mane, RENCI www.renci.org/~kmane kmane@renci.org

  8. 1 2 3 4 5 What is my patient demographics How has my patient responded to treatment in past What alternate Rx options are available for treatment Selected Rx projected response based on outcome of similar patients. What Rx have been prescribed? Was there any overlap in Rx