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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…