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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:2/0  |  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:9/0  |  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:7/0  |  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:13/0  |  提交时间:2023/07/12
breast cancer  HER2  IHC  whole-slide image  deep learning  
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:23/0  |  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:24/0  |  提交时间:2022/12/07
breast cancer grading  histopathological image  nuclei segmentation  convolutional neural network  attention mechanism  
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 11
作者:  Liu, Hong;  Xu, Wen-Dong;  Shang, Zi-Hao;  Wang, Xiang-Dong;  Zhou, Hai-Yan;  Ma, Ke-Wen;  Zhou, Huan;  Qi, Jia-Lin;  Jiang, Jia-Rui;  Tan, Li-Lan;  Zeng, Hui-Min;  Cai, Hui-Juan;  Wang, Kuan-Song;  Qian, Yue-Liang
收藏  |  浏览/下载:24/0  |  提交时间:2022/12/07
pathological image  weakly supervised learning  molecular subtype  breast cancer  H&E  
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:33/0  |  提交时间:2021/12/01
Pathological image  Electronic medical record  Multimodal fusion  Breast cancer classification  Convolutional neural network  
An Inception Module CNN Classifiers Fusion Method on Pulmonary Nodule Diagnosis by Signs 期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2020, 卷号: 25, 期号: 3, 页码: 368
作者:  Zheng Guangyuan;  Han Guanghui;  Soomro Nouman Qadeer
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
COMPUTER-AIDED DIAGNOSIS  HIGH-RESOLUTION CT  LUNG-CANCER  NEURAL-NETWORKS  IMAGING SIGNS  CLASSIFICATION  SURVIVAL  SYSTEM  PERFORMANCE  PATTERNS  sign  lung cancer  pulmonary nodule  Convolutional Neural Network (CNN)  Artificial Immune Algorithm (AIA)  
A Fast and Refined Cancer Regions Segmentation Framework in Whole-slide Breast Pathological Images 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 10
作者:  Guo, Zichao;  Liu, Hong;  Ni, Haomiao;  Wang, Xiangdong;  Su, Mingming;  Guo, Wei;  Wang, Kuansong;  Jiang, Taijiao;  Qian, Yueliang
收藏  |  浏览/下载:77/0  |  提交时间:2019/04/03