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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:26/0  |  提交时间:2022/05/06
Graph representation learning in bioinformatics: trends, methods and applications 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-16
作者:  Yi, HC (Yi, Hai-Cheng) [1] , [2];  You, ZH (You, Zhu-Hong) [3];  Huang, DS (Huang, De-Shuang) [4];  Kwoh, CK (Kwoh, Chee Keong) [5] , [6]
收藏  |  浏览/下载:18/0  |  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:40/0  |  提交时间:2021/05/06
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:144/0  |  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:15/0  |  提交时间:2022/03/24
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:31/0  |  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 ];  Li, JQ (Li, Jian-Qiang)[ 3 ];  Wang, L (Wang, Lei)[ 2,4 ];  Guo, ZH (Guo, Zhen-Hao)[ 2 ]
收藏  |  浏览/下载:38/0  |  提交时间:2020/07/06
Learning Representations to Predict Intermolecular Interactions on Large-Scale Heterogeneous Molecular Association Network 期刊论文
ISCIENCE, 2020, 卷号: 23, 期号: 7, 页码: 1-16
作者:  Yi, HC (Yi, Hai-Cheng)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Huang, DS (Huang, De-Shuang)[ 3 ];  Guo, ZH (Guo, Zhen-Hao)[ 1 ];  Chan, KCC (Chan, Keith C. C.)[ 4 ]
收藏  |  浏览/下载:29/0  |  提交时间:2020/09/09
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:  
收藏  |  浏览/下载:34/0  |  提交时间:2020/12/09
NLPEI: A Novel Self-Interacting Protein Prediction Model Based on Natural Language Processing and Evolutionary Information 期刊论文
EVOLUTIONARY BIOINFORMATICS, 2020, 卷号: 16, 期号: 12, 页码: 1-12
作者:  Jia, LN (Jia, Li-Na)[ 1 ];  Yan, X (Yan, Xin)[ 2,3 ];  You, ZH (You, Zhu-Hong)[ 4 ];  Zhou, X (Zhou, Xi)[ 4 ];  Li, LP (Li, Li-Ping)[ 4 ]
收藏  |  浏览/下载:34/0  |  提交时间:2021/03/19


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