中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
上海药物研究所 [3]
西北高原生物研究所 [2]
数学与系统科学研究院 [1]
采集方式
OAI收割 [6]
内容类型
期刊论文 [6]
发表日期
2021 [4]
2020 [1]
2018 [1]
学科主题
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AutoOmics: New multimodal approach for multi-omics research
期刊论文
OAI收割
Artificial Intelligence in the Life Sciences, 2021, 卷号: 1, 页码: 100012
作者:
Xu, Chi
;
Liu, Denghui
;
Zhang, Lei
;
Xu, Zhimeng
;
He, Wenjun
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/14
Multi-omics
Cancer genomics
Integrative analysis
Automatic machine learning
Deep learning
AutoGGN: A gene graph network AutoML tool for multi-omics research
期刊论文
OAI收割
Artificial Intelligence in the Life Sciences, 2021, 卷号: 1, 页码: 100019
作者:
Zhang, Lei
;
Shen, Wen
;
Li, Ping
;
Xu, Chi
;
Liu, Denghui
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/03/14
Multi-omics Data
Molecular Interaction Network
Graph Convolution Network
Deep Learning
Single-Cell Stage Classification
Cancer Type Classification
Cancer Subtyping
Multi-omics characterization of WNT pathway reactivation to ameliorate BET inhibitor resistance in liver cancer cells
期刊论文
OAI收割
GENOMICS, 2021, 卷号: 113, 期号: 3, 页码: 1057-1069
作者:
Liu, Yuwei
;
Xue, Mengzhu
;
Cao, Danyan
;
Qin, Lihuai
;
Wang, Ying
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/08/17
Multi-omics
BET inhibitor responses
WNT pathway
Liver cancer
Precise therapy
DeepDRK: a deep learning framework for drug repurposing through kernel-based multi-omics integration
期刊论文
OAI收割
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 5
作者:
Wang, Yongcui
;
Yang, Yingxi
;
Chen, Shilong
;
Wang, Jiguang
  |  
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/11/18
drug repurposing
multi-omics data sources
kernel-based data integration
machine learning
cancer precision medicine
Computational Prediction of Drug Responses in Cancer Cell Lines From Cancer Omics and Detection of Drug Effectiveness Related Methylation Sites
期刊论文
OAI收割
FRONTIERS IN GENETICS, 2020, 卷号: 11
作者:
Yuan, Rui
;
Chen, Shilong
;
Wang, Yongcui
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2020/11/25
cancer omics
DNA methylation
drug response
GDSC database
drug effectiveness related methylation sites
Bayesian Neural Networks for Selection of Drug Sensitive Genes
期刊论文
OAI收割
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
作者:
Liang, Faming
;
Li, Qizhai
;
Zhou, Lei
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2018/11/16
Cancer cell line encyclopedia
Nonlinear variable selection
Omics data
OpenMP
Parallel Markov chain Monte Carlo