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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:35/0  |  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:33/0  |  提交时间:2020/04/21
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:28/0  |  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:35/0  |  提交时间:2020/09/09
Prediction of drug-target interactions from multi-molecular network based on LINE network representation method 期刊论文
JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 卷号: 18, 期号: 1, 页码: 1-11
作者:  Ji, BY (Ji, Bo-Ya)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Jiang, HJ (Jiang, Han-Jing)[ 1,2 ];  Guo, ZH (Guo, Zhen-Hao)[ 1,2 ];  Zheng, K (Zheng, Kai)[ 3 ]
收藏  |  浏览/下载:24/0  |  提交时间:2020/10/23
Incorporating chemical sub-structures and protein evolutionary information for inferring drug-target interactions 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 1-11
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:30/0  |  提交时间:2020/12/09
RFDT: A Rotation Forest-based Predictor for Predicting Drug-Target Interactions Using Drug Structure and Protein Sequence Information 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 445-454
作者:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Liu, G (Liu, Gang)
收藏  |  浏览/下载:20/0  |  提交时间:2018/05/15
A Systematic Prediction of Drug-Target Interactions Using Molecular Fingerprints and Protein Sequences 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 468-478
作者:  Huang, YA (Huang, Yu-An);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing)
收藏  |  浏览/下载:24/0  |  提交时间:2018/05/15
A Computational-Based Method for Predicting Drug-Target Interactions by Using Stacked Autoencoder Deep Neural Network 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2018, 卷号: 25, 期号: 3, 页码: 361-373
作者:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Xia, SX (Xia, Shi-Xiong);  Liu, F (Liu, Feng)
收藏  |  浏览/下载:31/0  |  提交时间:2018/05/14
RFDT: A Rotation Forest-based Predictor for Predicting Drug-Target Interactions Using Drug Structure and Protein Sequence Information 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 445-454
作者:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Liu, G (Liu, Gang)
收藏  |  浏览/下载:8/0  |  提交时间:2018/05/15


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