From Given to Gathered Evidence: Agentic Learning for Longitudinal Medical Reasoning

Minye Shao, Chaohui Yu, Yixuan Wu +6

Foundation models can serve as clinical agents through tool-use harnesses. However, conventional medical benchmarks assess reasoning over preselected evidence rather than the abili…