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MGRL: Predicting Drug-Disease Associations Based on Multi-Graph Representation Learning 期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 期号: 4, 页码: 1-8
作者:  Zhao, BW (Zhao, Bo-Wei)[ 1,2,3 ];  You, ZH (You, Zhu-Hong)[ 1,2,3 ];  Wong, L (Wong, Leon)[ 1,2,3 ];  Zhang, P (Zhang, Ping)[ 4 ];  Li, HY (Li, Hao-Yuan)[ 5 ]
收藏  |  浏览/下载:34/0  |  提交时间:2021/05/06
Predicting HIV-1 Protease Cleavage Sites With Positive-Unlabeled Learning 期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 期号: 3, 页码: 1-11
作者:  Li, ZF (Li, Zhenfeng)[ 1 ];  Hu, L (Hu, Lun)[ 2 ];  Tang, ZH (Tang, Zehai)[ 1 ];  Zhao, C (Zhao, Cheng)[ 1 ]
收藏  |  浏览/下载:34/0  |  提交时间:2021/05/06
Prediction of lncRNA-disease associations via an embedding learning HOPE in heterogeneous information networks 期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2021, 卷号: 23, 期号: 3, 页码: 277-285
作者:  Zhou, JR (Zhou, Ji-Ren)[ 1 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Cheng, L (Cheng, Li)[ 1 ];  Ji, BY (Ji, Bo-Ya)[ 1,2 ]
收藏  |  浏览/下载:26/0  |  提交时间:2021/05/06
In silico drug repositioning using deep learning and comprehensive similarity measures 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: 增刊3, 页码: 1-14
作者:  Yi, HC (Yi, Hai-Cheng) 1 , 2;  You, ZH (You, Zhu-Hong) 1;  Wang, L (Wang, Lei) 1;  Su, XR (Su, Xiao-Rui) 1 , 2;  Zhou, X (Zhou, Xi) 1
收藏  |  浏览/下载:36/0  |  提交时间:2021/07/14
LDGRNMF: LncRNA-disease associations prediction based on graph regularized non-negative matrix factorization 期刊论文
NEUROCOMPUTING, 2021, 卷号: 424, 期号: 2, 页码: 236-245
作者:  Wang, MN (Wang, Mei-Neng)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Wang, L (Wang, Lei)[ 2,3 ];  Li, LP (Li, Li-Ping)[ 2 ];  Zheng, K (Zheng, Kai)[ 4 ]
收藏  |  浏览/下载:57/0  |  提交时间:2021/03/05
A Novel Method to Predict Drug-Target Interactions Based on Large-Scale Graph Representation Learning 期刊论文
CANCERS, 2021, 卷号: 13, 期号: 9, 页码: 1-12
作者:  Zhao, BW (Zhao, Bo-Wei) 1 , 2 , 3;  You, ZH (You, Zhu-Hong) 1 , 2 , 3;  Hu, L (Hu, Lun) 1 , 2 , 3;  Guo, ZH (Guo, Zhen-Hao) 1 , 2 , 3;  Wang, L (Wang, Lei) 1 , 2 , 3
收藏  |  浏览/下载:34/0  |  提交时间:2021/07/27
Graph convolution for predicting associations between miRNA and drug resistance 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 3, 页码: 851-858
作者:  Huang, YA (Huang, Yu-An)[ 1 ];  Hu, PW (Hu, Pengwei)[ 1 ];  Chan, KCC (Chan, Keith C. C.)[ 1 ];  You, ZH (You, Zhu-Hong)[ 1,2 ]
收藏  |  浏览/下载:20/0  |  提交时间:2020/03/16
A learning based framework for diverse biomolecule relationship prediction in molecular association network 期刊论文
COMMUNICATIONS BIOLOGY, 2020, 卷号: 3, 期号: 1, 页码: 1-9
作者:  Guo, ZH (Guo, Zhen-Hao)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Huang, DS (Huang, De-Shuang)[ 3 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ];  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ]
收藏  |  浏览/下载:32/0  |  提交时间:2020/04/21
Integrative Construction and Analysis of Molecular Association Network in Human Cells by Fusing Node Attribute and Behavior Information 期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2020, 卷号: 19, 期号: 3, 页码: 498-506
作者:  Guo, ZH (Guo, Zhen-Hao)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
收藏  |  浏览/下载:35/0  |  提交时间:2020/04/21
DBMDA: A Unified Embedding for Sequence-Based miRNA Similarity Measure with Applications to Predict and Validate miRNA-Disease Associations 期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2020, 卷号: 19, 期号: 3, 页码: 602-611
作者:  Zheng, K (Zheng, Kai)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Wang, L (Wang, Lei)[ 2,3 ];  Zhou, Y (Zhou, Yong)[ 1 ];  Li, LP (Li, Li-Ping)[ 2 ]
收藏  |  浏览/下载:48/0  |  提交时间:2020/04/21


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