医学 AI

GAS-MIL: Group-Aggregative Selection Multi-Instance Learning for Ensemble of Foundation Models in Digital Pathology Image Analysis

Peiran Quan, Zifan Gu, Zhuo Zhao, Qin Zhou, Donghan M. Yang, Ruichen Rong, Yang Xie, Guanghua Xiao

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.CV

Uncertainty-Aware Generative Oversampling Using an Entropy-Guided Conditional Variational Autoencoder

Amirhossein Zare, Amirhessam Zare, Parmida Sadat Pezeshki, Herlock, Rahimi, Ali Ebrahimi, Ignacio Vázquez-García, Leo Anthony Celi

专题命中 病理影像 ：biomedical(abstract)；分类 cs.LG

Comments 16 pages, 2 figures

EfficientMIL: Efficient Linear-Complexity MIL Method for WSI Classification

Chengying She, Chengwei Chen, Dongjie Fan, Lizhuang Liu, Chengwei Shao, Yun Bian, Ben Wang, Xinran Zhang

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

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