Learning Optimal Personalized Treatment Rules Using Robust Regression Informed K-NN

Ruidi Chen, Ioannis Paschalidis

We develop a prediction-based prescriptive model for learning optimal personalized treatments for patients based on their Electronic Health Records (EHRs). Our approach consists of…