Lessons Learned In Using Machine Learning And Prescriptive Analytics To Support Clinical Decisions

Feb 28, 2017 1:00pm - 2:00pm EST
Virtual Event

Sanford Health set out to provide its clinicians with actionable information from its growing database of patient data. On its journey, the organization prioritized and rapidly executed on a comprehensive data warehouse strategy as well as strict data governance. Early projects leveraging predictive algorithms within machine learning environments revealed the importance of a control group to account for the “regression to the mean.” Moreover, these projects validated the need to rapidly sidestep the noise of predictive analytics for the precision of prescriptive analytics. This webinar will provide a detailed discussion of the types of information that can reliably be shared with clinicians through the application of risk scoring, control groups, machine learning and prescriptive analytics.