A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model

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Hao Chen, Zhe Xu, Ziyi LIU, Junlin HOU, Ma Jiabo, Cheng Jin, Yihui Wang, Zhixuan CHEN, Zhengyu ZHANG, Fuxiang HUANG, Zhengrui GUO, Fengtao ZHOU, Yingxue XU, Xi WANG, Ronald Chan, Li Liang

Published: 01 Oct 2025, Last Modified: 23 Nov 2025CrossrefEveryoneRevisionsCC BY-SA 4.0
Abstract: Pathology serves as the cornerstone of modern medicine. The integration of multimodal data, particularly the combination of pathological images and textual context, is increasingly essential for accurate and efficient diagnosis. Multimodal large language models (MLLMs) hold promise for the develo...