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Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 87, 页码: 13
作者:  Yan, Rui;  Shen, Yijun;  Zhang, Xueyuan;  Xu, Peihang;  Wang, Jun;  Li, Jintao;  Ren, Fei;  Ye, Dingwei;  Zhou, S. Kevin
收藏  |  浏览/下载:24/0  |  提交时间:2023/12/04
Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance learning  
Nuclei-Guided Network for Breast Cancer Grading in HE-Stained Pathological Images 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 11, 页码: 15
作者:  Yan, Rui;  Ren, Fei;  Li, Jintao;  Rao, Xiaosong;  Lv, Zhilong;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载:34/0  |  提交时间:2022/12/07
breast cancer grading  histopathological image  nuclei segmentation  convolutional neural network  attention mechanism  
Breast cancer histopathological image classification using a hybrid deep neural network 期刊论文
METHODS, 2020, 卷号: 173, 页码: 52-60
作者:  Yan, Rui;  Ren, Fei;  Wang, Zihao;  Wang, Lihua;  Zhang, Tong;  Liu, Yudong;  Rao, Xiaosong;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载:55/0  |  提交时间:2020/12/10
Breast cancer  Histopathological images  Image classification  Deep neural network  Dataset