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HINGRL: predicting drug-disease associations with graph representation learning on heterogeneous information networks 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-15
作者:  Zhao, BW (Zhao, Bo-Wei) [1] , [2];  Hu, L (Hu, Lun) [2];  You, ZH (You, Zhu-Hong) [3] , [4];  Wang, L (Wang, Lei) [5];  Su, XR (Su, Xiao-Rui) [1] , [2]
收藏  |  浏览/下载:21/0  |  提交时间:2022/05/06
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:30/0  |  提交时间:2021/05/06
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:54/0  |  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:31/0  |  提交时间:2021/07/27
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:47/0  |  提交时间:2020/04/21
GCNCDA: A new method for predicting circRNA-disease associations based on Graph Convolutional Network Algorithm 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2020, 卷号: 16, 期号: 5, 页码: 1-19
作者:  Wang, L (Wang, Lei)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, YM (Li, Yang-Ming)[ 3 ];  Zheng, K (Zheng, Kai)[ 4 ];  Huang, YA (Huang, Yu-An)[ 5 ]
收藏  |  浏览/下载:26/0  |  提交时间:2020/07/06
iCDA-CGR: Identification of circRNA-disease associations based on Chaos Game Representation 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2020, 卷号: 16, 期号: 5, 页码: 1-22
作者:  Zheng, K (Zheng, Kai)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ]
收藏  |  浏览/下载:33/0  |  提交时间:2020/07/06
An efficient approach based on multi-sources information to predict circRNA-disease associations using deep convolutional neural network 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 13, 页码: 4038-4046
作者:  Wang, L (Wang, Lei)[ 1 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Huang, YA (Huang, Yu-An)[ 2 ];  Huang, DS (Huang, De-Shuang)[ 3 ];  Chan, KCC (Chan, Keith C. C.)[ 2 ]
收藏  |  浏览/下载:15/0  |  提交时间:2020/09/09
Identification of potential drug-targets by combining evolutionary information extracted from frequency profiles and molecular topological structures 期刊论文
CHEMICAL BIOLOGY & DRUG DESIGN, 2020, 卷号: 96, 期号: 2, 页码: 758-767
作者:  Wang, L (Wang, Lei)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, LP (Li, Li-Ping)[ 2 ];  Yan, X (Yan, Xin)[ 3 ];  Zhang, W (Zhang, Wei)[ 1 ]
收藏  |  浏览/下载:45/0  |  提交时间:2020/11/04
Combining High Speed ELM Learning with a Deep Convolutional Neural Network Feature Encoding for Predicting Protein-RNA Interactions 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 3, 页码: 972-980
作者:  Wang, L (Wang, Lei)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Huang, DS (Huang, De-Shuang)[ 3 ];  Zhou, FF (Zhou, Fengfeng)[ 4,5 ]
收藏  |  浏览/下载:27/0  |  提交时间:2020/12/09


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