Role-Specialized Mixture-of-Agents with Open-Weight LLMs for Clinical Prediction

Jun Hou, Yi Fang, Xuan Wang

Large Language Models (LLMs) are increasingly applied to clinical prediction tasks such as in-hospital mortality and readmission from electronic health records (EHRs). Privacy and…