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DeepDRK: a deep learning framework for drug repurposing through kernel-based multi-omics integration 期刊论文
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:83/0  |  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
FRONTIERS IN GENETICS, 2020, 卷号: 11
作者:  Yuan, Rui;  Chen, Shilong;  Wang, Yongcui
收藏  |  浏览/下载:74/0  |  提交时间:2020/11/25
cancer omics  DNA methylation  drug response  GDSC database  drug effectiveness related methylation sites