Biostatistics and Medical Informatics Seminar with Anoop Mayampurath, Department of Biostatistics & Medical Informatics
Using Electronic Health Record Data to Predict Deterioration in Hospitalized Children
Friday, September 23, 2022
This talk will focus on using machine learning and electronic health record (EHR) data to revolutionize pediatric early warning scores in hospitals. Dr. Mayampurath will discuss a gradient boosted machine learning model that detects deterioration earlier and more accurately than current standards in both internal and external settings. He will highlight his lab's recent efforts to extend risk prediction to other hospital settings and the use of notes for explaining prediction model outputs.