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

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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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
Series:Frontiers in Oncology
Subjects:
large language model
biliary stricture
cholangiocarcinoma
prediction model
diagnosis
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1613818/full
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https://www.frontiersin.org/articles/10.3389/fonc.2025.1613818/full

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