One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

This paper introduces a multi-agent deliberation framework that adapts to individual clinical cases for improved prediction, addressing the challenge of personalized medicine by allowing AI agents to collaboratively analyze and predict outcomes more accurately.