Weakly Supervised Multiple Instance Learning Model with Generalization Ability for Clinical Adenocarcinoma Screening on Serous Cavity Effusion Pathology

Yupeng Zhang, Xiaolong Zhu, Li Zhong,Jingjing Wu,Jianling Chen,Hongqin Yang, Sheng Zhang, Kun Wang, Saifan Zeng

MODERN PATHOLOGY（2025）

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关键词

adenocarcinoma in serous cavity,effusion,computational pathology,deep learning,multiple instance learning,fixed agglutination cell block,weak supervision

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