MedCollab: IBIS-Guided Multi-Agent Collaboration with Hierarchical Disease Relation Chains for Clinical Diagnosis
Experiments show that MedCollab outperforms leading LLMs and medical multi-agent baselines in diagnostic accuracy, evidence consistency, and clinical reasoning quality, and indicate that structured and auditable collaboration can produce more faithful and clinically coherent diagnostic reports.
Yuqi Zhan, Xinyue Wu, Tian Lin et al.
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