#artificial intelligence
Sep 2026
Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
This work proposes a reinforcement learning (RL) fine-tuning framework that treats EHR foundation models as generative policies over patient trajectories, and finds that RL fine-tuning consistently improves over pre-trained backbones and strong baselines.
Yu-Xin Xiao, Sheng Zhang, C. Singh et al.
· arXiv.org · 0 citations