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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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浏览/检索结果:
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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
Genomic and transcriptomic profiling indicates the prognosis significance of mutational signature for TMB-high subtype in Chinese patients with gastric cancer
期刊论文
JOURNAL OF ADVANCED RESEARCH, 2023, 卷号: 51, 页码: 121-134
作者:
Cheng, Yanan
;
Bu, Dechao
;
Zhang, Qiaoling
;
Sun, Rebecca
;
Lyle, Stephen
;
Zhao, Gang
;
Dong, Li
;
Li, Hui
;
Zhao, Yi
;
Yu, Jinpu
;
Hao, Xishan
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/12/04
Gastric cancer
Comprehensive genomic profiling
TMB
Mutational signature
Tumor metabolism
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:18/0
  |  
提交时间:2023/07/12
hepatocellular carcinoma
whole exome sequencing
whole slide images
molecular profiling and subtyping
hepatitis B virus
Disclosing Potential Key Genes, Therapeutic Targets and Agents for Non-Small Cell Lung Cancer: Evidence from Integrative Bioinformatics Analysis
期刊论文
VACCINES, 2022, 卷号: 10, 期号: 5, 页码: 20
作者:
Mosharaf, Md Parvez
;
Reza, Md Selim
;
Gov, Esra
;
Mahumud, Rashidul Alam
;
Mollah, Md Nurul Haque
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/12/07
non-small cell lung cancer
gene expression profiles
molecular signatures
therapeutic targets and agents
integrated bioinformatics approaches
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
Bioinformatics Screening of Potential Biomarkers from mRNA Expression Profiles to Discover Drug Targets and Agents for Cervical Cancer
期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 7, 页码: 21
作者:
Reza, Md Selim
;
Harun-Or-Roshid, Md
;
Islam, Md Ariful
;
Hossen, Md Alim
;
Hossain, Md Tofazzal
;
Feng, Shengzhong
;
Xi, Wenhui
;
Mollah, Md Nurul Haque
;
Wei, Yanjie
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/12/07
cervical cancer
mRNA expression profiles
key genes
candidate drugs
integrated bioinformatics analysis
Identification of circRNA Biomarker for Gastric Cancer through Integrated Analysis
期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 卷号: 9, 页码: 13
作者:
Hossain, Md. Tofazzal
;
Li, Song
;
Reza, Md. Selim
;
Feng, Shengzhong
;
Zhang, Xiaojing
;
Jin, Zhe
;
Wei, Yanjie
;
Peng, Yin
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/12/07
gastric cancer
circular RNA
computational approach
circRNA biomarker
circRNA-miRNA-gene interaction
High Throughput Transcriptome Data Analysis and Computational Verification Reveal Immunotherapy Biomarkers of Compound Kushen Injection for Treating Triple-Negative Breast Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2021, 卷号: 11, 页码: 23
作者:
Liu, Xinkui
;
Wu, Yang
;
Zhang, Yingying
;
Bu, Dechao
;
Wu, Chao
;
Lu, Shan
;
Huang, Zhihong
;
Song, Yurong
;
Zhao, Yi
;
Guo, Fengying
;
Ye, Peizhi
;
Fu, Changgeng
;
Shen, Liangliang
;
Zhang, Jingyuan
;
Wang, Haojia
;
Duan, Xianchun
;
Wu, Jiarui
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/06/21
compound kushen injection
triple-negative breast cancer
RNA sequencing
tumor microenvironment
prognostic signature
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
SUFU mediates EMT and Wnt/beta-catenin signaling pathway activation promoted by miRNA-324-5p in human gastric cancer
期刊论文
CELL CYCLE, 2020, 页码: 14
作者:
Peng, Yin
;
Zhang, Xiaojing
;
Lin, Huijuan
;
Deng, Shiqi
;
Qin, Ying
;
Yuan, Yuan
;
Feng, Xianling
;
Wang, Jian
;
Chen, Wangchun
;
Hu, Fan
;
Yan, Ruibin
;
Zhao, Yanqiu
;
Cheng, Yulan
;
Wei, Yanjie
;
Fan, Xinmin
;
Ashktorab, Hassan
;
Smoot, Duane
;
Li, Song
;
Meltzer, Stephen J.
;
Jin, Zhe
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2020/12/10
miRNA-324-5p
SUFU negative regulator of hedgehog signaling
Wnt/beta-catenin
EMT