Jonathan Wilson

Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources

The use of machine learning models to predict clinical outcomes from (longitudinal) electronic health record (EHR) data is becoming increasingly popular due to advances in deep architectures, representation learning, and the growing availability of large EHR datasets. Existing models generally assum…