Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models

Manuel Schürch, Xiang Li, Ahmed Allam +4

We propose a novel framework that combines deep generative time series models with decision theory for generating personalized treatment strategies. It leverages historical patient…