works on
clinical decision support 1digital twins 1model predictive control 1reinforcement learning 1sepsis treatment 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ML2026

EHR-MPC: Inference-Time Control for Sepsis Treatment with Generative Patient Digital Twins

Joshua Pickard, Wei Qi, Na Li +4

The paper introduces EHR-MPC, a framework that learns a generative digital twin of patient electronic health records and uses model predictive control at inference time to plan sep…