Performance of large language models in the differential diagnosis of benign and malignant biliary stricture

BackgroundDistinguishing benign from malignant biliary strictures remains challenging. Large Language Models (LLMs) show promise in enhancing diagnostic accuracy. This study aimed to evaluate the performances of ten LLMs in the differential diagnosis of benign and malignant biliary strictures.Method...

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Bibliographic Details

Published in:	Frontiers in Oncology
Main Authors:	Chenxi Kang, Jing Li, Xintian Yang, Gui Ren, Linhui Zhang, Wei Wang, Xin Liu, Lei Wang, Guochen Shang, Jianglong Hong, Bingnian Wan, Yu Du, Wei Zeng, Yaling Liu, Tongxin Li, Lijun Lou, Hui Luo, Shuhui Liang, Yong Lv, Yanglin Pan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Subjects:	large language model biliary stricture cholangiocarcinoma prediction model diagnosis
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2025.1613818/full