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Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:  Yan, Rui;  Zhang, Xueyuan;  Jiang, Zihang;  Wang, Baizhi;  Bian, Xiuwu;  Ren, Fei;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Pathology  Cancer  Transformers  Feature extraction  Data models  Biological system modeling  Analytical models  Deep learning  Semantics  Multimodal transformer  model interpretability  survival analysis  pathological image analysis  gene expression  gene expression  
Computational pathology in precision oncology: Evolution from task-specific models to foundation models 期刊论文
CHINESE MEDICAL JOURNAL, 2025, 卷号: 138, 期号: 22, 页码: 2868-2878
作者:  Wang, Yuhao;  Gu, Yunjie;  Zhang, Xueyuan;  Wang, Baizhi;  Wang, Rundong;  Li, Xiaolong;  Liu, Yudong;  Qu, Fengmei;  Ren, Fei;  Yan, Rui;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Computational pathology  Artificial intelligence  Deep learning  Foundation models  Precision oncology  
Prospective validation of multiple deep learning model assisted diagnostic program for glomerular diseases using immunofluorescence images 期刊论文
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2025, 卷号: 40, 页码: 1
作者:  Xia, Peng;  Cao, Shilu;  Wen, Yu-Bing;  Zhang, Xueyuan;  Zhao, Xuesong;  Cui, Hao-Yuan;  Du, Baolin;  Ren, Fei;  Chen, Limeng
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
Intelligent imaging technology applications in multidisciplinary hospitals 期刊论文
CHINESE MEDICAL JOURNAL, 2024, 卷号: 137, 期号: 24, 页码: 3083-3092
作者:  Fan, Ke;  Yang, Lei;  Ren, Fei;  Zhang, Xueyuan;  Liu, Bo;  Zhao, Ze;  Gu, Jianwen
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Intelligent imaging technology  Artificial intelligence  Medical imaging  Machine learning  Deep learning  Cardiology  Neurology  Oncology  
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：81/0  |  提交时间：2023/12/04
Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance learning  
Immunohistochemical HER2 Recognition and Analysis of Breast Cancer Based on Deep Learning 期刊论文
DIAGNOSTICS, 2023, 卷号: 13, 期号: 2, 页码: 14
作者:  Che, Yuxuan;  Ren, Fei;  Zhang, Xueyuan;  Cui, Li;  Wu, Huanwen;  Zhao, Ze
收藏  |  浏览/下载：72/0  |  提交时间：2023/07/12
breast cancer  HER2  IHC  whole-slide image  deep learning  
基于多尺度注意力机制的真菌显微图像分类方法 期刊论文
协和医学杂志, 2023, 卷号: 14, 期号: 1, 页码: 139
作者:  张雪媛;  许鸿雁;  董跃明;  刘丹凤;  孙鹏蕊;  颜锐;  崔洪亮;  雷红;  任菲
收藏  |  浏览/下载：78/0  |  提交时间：2024/05/20
fungal  convolutional neural network  image classification  multi-scale attention mechanism  真菌  卷积神经网络  图像分类  多尺度注意力机制  
Cross Analysis of Genomic-Pathologic Features on Multiple Primary Hepatocellular Carcinoma 期刊论文
FRONTIERS IN GENETICS, 2022, 卷号: 13, 页码: 9
作者:  Ren, Fei;  Wang, Depin;  Zhang, Xueyuan;  Zhao, Na;  Wang, Xiaowen;  Zhang, Yu;  Li, Li
收藏  |  浏览/下载：73/0  |  提交时间：2023/07/12
hepatocellular carcinoma  whole exome sequencing  whole slide images  molecular profiling and subtyping  hepatitis B virus