Evaluating the performance of large language & visual-language models in cervical cytology screening

Abstract Large language models (LLMs) and large visual-language models (LVLMs) have exhibited near-human levels of knowledge, image comprehension, and reasoning abilities, and their performance has undergone evaluation in some healthcare domains. However, a systematic evaluation of their capabilitie...

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Bibliographic Details
Main Authors: Qi Hong, Shijie Liu, Liying Wu, Qiqi Lu, Pinglan Yang, Dingyu Chen, Gong Rao, Xinyi Liu, Hua Ye, Peiqi Zhuang, Wenxiu Yang, Shaoqun Zeng, Qianjin Feng, Xiuli Liu, Jing Cai, Shenghua Cheng
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-025-00916-7
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