Applied Machine Learning to Enhance Surveillance - Rothman Index: Origins, Science, Uses and Outcomes

Part of the Medical Grand Round Series - Dr. Michael Rothman describes a unique machine learning methodology extracting expert information from clinical data. He also explains the impact of nursing data on the evaluation of physiological status. The Rothman Index has been applied to provide incremental value to hospitals as measured in published RCT outcomes.