A Pathology-Attention Multi-Instance Learning Framework for Multimodal Classification of Colorectal Lesions

Fanglei Fu, Xeimei Zhang, Zhaoxuan Wang, Luxi Xie, Mingxi Fu, Jing Peng, Jianfeng Wu,Zhe Wang,Tian Guan,Yonghong He, Jin-Shun Lin,Lianghui Zhu, Wenbin Dai

Frontiers in Pharmacology（2025）

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multimodal learning,weakly supervised learning,whole slide image classification,pathology attention,colorectal cancer

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