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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  
A Novel Attention-Mechanism Based Cox Survival Model by Exploiting Pan-Cancer Empirical Genomic Information 期刊论文
CELLS, 2022, 卷号: 11, 期号: 9, 页码: 18
作者:  Meng, Xiangyu;  Wang, Xun;  Zhang, Xudong;  Zhang, Chaogang;  Zhang, Zhiyuan;  Zhang, Kuijie;  Wang, Shudong
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
deep learning  survival analysis  neural networks  Cox regression  cancer prognosis  
DeepOmix: A scalable and interpretable multi-omics deep learning framework and application in cancer survival analysis 期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 卷号: 19, 页码: 2719-2725
作者:  Zhao, Lianhe;  Dong, Qiongye;  Luo, Chunlong;  Wu, Yang;  Bu, Dechao;  Qi, Xiaoning;  Luo, Yufan;  Zhao, Yi
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
Multi-omics  Deep learning  Survival analysis  Prognosis prediction  Interpretable model  
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：10/0  |  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 P53-related microRNA model for predicting the prognosis of hepatocellular carcinoma patients 期刊论文
JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 页码: 10
作者:  Fang, Shuang-Sang;  Guo, Jin-Cheng;  Zhang, Jian-Hua;  Liu, Jin-Na;  Hong, Shuai;  Yu, Bo;  Gao, Yuhan;  Hu, Su-Pei;  Liu, Hai-Zhong;  Sun, Liang;  Zhao, Yi
收藏  |  浏览/下载：84/0  |  提交时间：2019/12/10
hepatocellular carcinoma  microRNA  prognostic model  survival  
Comprehensive analysis of lncRNA-TF crosstalks and identification of prognostic regulatory feedback loops of glioblastoma using lncRNA/TF-mediated ceRNA network 期刊论文
JOURNAL OF CELLULAR BIOCHEMISTRY, 2019, 页码: 13
作者:  Ji, Yang;  Gu, Yaqin;  Hong, Shuai;  Yu, Bo;  Zhang, Jian-Hua;  Liu, Jin-Na
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/10
ceRNA networks  core lncRNA-TF crosstalks  glioblastoma  survival biomarkers  
Postoperative adjuvant antiviral therapy for hepatitis B/C virus-related hepatocellular carcinoma: A meta-analysis 期刊论文
WORLD JOURNAL OF GASTROENTEROLOGY, 2010, 卷号: 16, 期号: 23, 页码: 2931-2942
作者:  Miao, Ruo-Yu;  Zhao, Hai-Tao;  Yang, Hua-Yu;  Mao, Yi-Lei;  Lu, Xin;  Zhao, Yi;  Liu, Chang-Ning;  Zhong, Shou-Xian;  Sang, Xin-Ting;  Huang, Jie-Fu
收藏  |  浏览/下载：64/0  |  提交时间：2019/12/16
Antiviral therapy  Hepatitis B virus  Hepatitis C virus  Hepatocellular carcinoma  Recurrence  Survival