Cell reports. MedicineHumansCooperative BehaviorLanguageClinical ReasoningClinical Decision-Making
Model confrontation and collaboration: A debate intelligence framework for enhancing medical reasoning in large language models.
Xinti Sun, Qiyang Hong, Mengyan Zhang, Yuyan Li, Tingwei Chen, Zigeng Huang, Guihan Liang, Wenjun Tang, Sulin Xu, Xiaolin Ni, Junling Pang, Peixing Wan, Erping Long
Published: 202610.1016/j.xcrm.2025.102547
Abstract
Medical reasoning is fundamental to clinical decision-making, underpinning tasks such as patient communication, diagnosis, and treatment planning. Inspired by psychological findings that peer interaction promotes self-correction, we introduce model c…
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