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MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 2, 页码: 2085-2095
作者:  Guo,ZH (Guo, Zhen-Hao) 1;  You,ZH (You,Zhu-Hong) 1, 2;  Huang,DS (Huang, De-Shuang) 3, 4;  Yi, HC (Yi, Hai-Cheng) 2;  Zheng, K (Zheng, Kai) 5
收藏  |  浏览/下载:108/0  |  提交时间:2021/08/09
Learning from low-rank multimodal representations for predicting disease-drug associations 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2021, 卷号: 21, 期号: SUPPL1, 页码: 1-12
作者:  Hu, PW (Hu, Pengwei) [1];  Huang, YA (Huang, Yu-An) [2];  Mei, J (Mei, Jing) [3];  Leung, H (Leung, Henry) [4];  Chen, ZH (Chen, Zhan-Heng) [1]
收藏  |  浏览/下载:10/0  |  提交时间:2022/03/24
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:31/0  |  提交时间:2021/07/27
A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2020, 卷号: 20, 期号: 1, 页码: 1-9
作者:  Wang, YB (Wang, Yan-Bin)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Yang, S (Yang, Shan)[ 1 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ];  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ]
收藏  |  浏览/下载:30/0  |  提交时间:2020/04/21
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:29/0  |  提交时间:2020/04/21
GNMFLMI: Graph Regularized Nonnegative Matrix Factorization for Predicting LncRNA-MiRNA Interactions 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 期号: 2, 页码: 37578-37588
作者:  Wang, MN (Wang, Mei-Neng)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, LP (Li, Li-Ping)[ 3 ];  Wong, L (Wong, Leon)[ 2 ];  Chen, ZH (Chen, Zhan-Heng)[ 2 ]
收藏  |  浏览/下载:24/0  |  提交时间:2020/05/07
MIPDH: A Novel Computational Model for Predicting microRNA-mRNA Interactions by DeepWalk on a Heterogeneous Network 期刊论文
ACS OMEGA, 2020, 卷号: 5, 期号: 28, 页码: 17022-17032
作者:  Wong, L (Wong, Leon)[ 1,2,3 ];  You, ZH (You, Zhu-Hong)[ 1,2,3 ];  Guo, ZH (Guo, Zhen-Hao)[ 1,2,3 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2,3 ];  Chen, ZH (Chen, Zhan-Heng)[ 1,2,3 ]
收藏  |  浏览/下载:24/0  |  提交时间:2020/09/09
Prediction of Drug-Target Interactions From Multi-Molecular Network Based on Deep Walk Embedding Model 期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2020, 卷号: 8, 期号: 6, 页码: 1-9
作者:  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Guo, ZH (Guo, Zhen-Hao)[ 1,2 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ];  Luo, GX (Luo, Gong-Xu)[ 1,2 ]
收藏  |  浏览/下载:33/0  |  提交时间:2020/09/09
NEMPD: a network embedding-based method for predicting miRNA-disease associations by preserving behavior and attribute information 期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 1-17
作者:  Ji, BY (Ji, Bo-Ya)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ];  Wong, L (Wong, Leon)[ 1,2 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
收藏  |  浏览/下载:32/0  |  提交时间:2020/10/23
Bioentity2vec: Attribute- and behavior-driven representation for predicting multi-type relationships between bioentities 期刊论文
GIGASCIENCE, 2020, 卷号: 9, 期号: 6, 页码: 1-12
作者:  Guo, ZH (Guo, Zhen-Hao)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Wang, YB (Wang, Yan-Bin)[ 3 ];  Huang, DS (Huang, De-Shuang)[ 4 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
收藏  |  浏览/下载:34/0  |  提交时间:2020/11/04


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