International journal of medical informaticsHumansNatural Language ProcessingClinical ReasoningLanguageLarge Language Models
MedARC: Adaptive multi-agent refinement and collaboration for enhanced medical reasoning in large language models.
Yongming Miao, Jiaxin Wen, Yuemei Luo, Jin Li
Published: 202610.1016/j.ijmedinf.2025.106136
Abstract
BACKGROUND: Large Language Models (LLMs) have shown remarkable potential in medical question answering (QA), yet their deployment in clinical settings remains limited by hallucinations, inconsistent reasoning, and difficulties in handling complex bio…
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