MedCoAct: Confidence-Aware Multi-Agent Collaboration for Complete Clinical Decision

Hongjie Zheng, Zesheng Shi, Ping Yi

Autonomous agents utilizing Large Language Models (LLMs) have demonstrated remarkable capabilities in isolated medical tasks like diagnosis and image analysis, but struggle with in…