中国科学院计算技术研究所机构知识库

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	Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images 期刊论文 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 1, 页码: 7-18 作者:  Yan, Rui;  Lv, Zhilong;  Yang, Zhidong;  Lin, Senlin;  Zheng, Chunhou;  Zhang, Fa 收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20 Hierarchical representation  pathological image analysis  sparse transformer  survival analysis
	TransSurv: Transformer-Based Survival Analysis Model Integrating Histopathological Images and Genomic Data for Colorectal Cancer 期刊论文 IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3411-3420 作者:  Lv, Zhilong;  Lin, Yuexiao;  Yan, Rui;  Wang, Ying;  Zhang, Fa 收藏  |  浏览/下载：24/0  |  提交时间：2024/05/20 Cancer  Genomics  Bioinformatics  Transformers  Tumors  Feature extraction  Prognostics and health management  Survival analysis  multi-modal learning  transformer  histopathological slides  genomic data
	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：13/0  |  提交时间：2023/12/04 Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance 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：7/0  |  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
	Divide-and-Attention Network for HE-Stained Pathological Image Classification 期刊论文 BIOLOGY-BASEL, 2022, 卷号: 11, 期号: 7, 页码: 17 作者:  Yan, Rui;  Yang, Zhidong;  Li, Jintao;  Zheng, Chunhou;  Zhang, Fa 收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07 pathological image classification  attention mechanism  convolutional neural network  knowledge embedding
	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：29/0  |  提交时间：2022/12/07 breast cancer grading  histopathological image  nuclei segmentation  convolutional neural network  attention mechanism
	VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms 期刊论文 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 14 作者:  Hao, Yu;  Wan, Xiaohua;  Yan, Rui;  Liu, Zhiyong;  Li, Jintao;  Zhang, Shihua;  Cui, Xuefeng;  Zhang, Fa 收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12 Cryo-ET  Sub-tomogram averaging  Particle localization  Particle classification  Convolutional neural networks
	Richer fusion network for breast cancer classification based on multimodal data 期刊论文 BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 1 作者:  Yan,Rui;  Zhang,Fa;  Rao,Xiaosong;  Lv,Zhilong;  Li,Jintao;  Zhang,Lingling;  Liang,Shuang;  Li,Yilin;  Ren,Fei;  Zheng,Chunhou;  Liang,Jun 收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01 Pathological image  Electronic medical record  Multimodal fusion  Breast cancer classification  Convolutional neural network
	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：52/0  |  提交时间：2020/12/10 Breast cancer  Histopathological images  Image classification  Deep neural network  Dataset