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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:18/0  |  提交时间:2020/03/16
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
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:25/0  |  提交时间:2020/09/09
FCGCNMDA: predicting miRNA-disease associations by applying fully connected graph convolutional networks 期刊论文
miRNA-disease association; Graph convolutional networks; Fully connected graph; Deep learning, 2020, 卷号: 295, 期号: 5, 页码: 1197-1209
作者:  Li, JS (Li, Jiashu)[ 1,2 ];  Li, ZW (Li, Zhengwei)[ 1,2,3 ];  Nie, R (Nie, Ru)[ 1,2 ];  You, ZH (You, Zhuhong)[ 4 ];  Bao, WZ (Bao, Wenzhang)[ 5 ]
收藏  |  浏览/下载:19/0  |  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
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:33/0  |  提交时间:2020/10/23
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:22/0  |  提交时间:2020/10/23
Predicting miRNA-disease association from heterogeneous information network with GraRep embedding model 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 1-12
作者:  Ji, BY (Ji, Bo-Ya)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Cheng, L (Cheng, Li)[ 1 ];  Zhou, JR (Zhou, Ji-Ren)[ 1 ];  Alghazzawi, D (Alghazzawi, Daniyal)[ 3 ]
收藏  |  浏览/下载:19/0  |  提交时间:2020/12/09
基于深度学习的miRNA与疾病相关性预测算法 期刊论文
电子学报, 2020, 卷号: 48, 期号: 5, 页码: 870-877
作者:  王磊;  徐涛;  宋传东;  王海峰;  尤著宏
收藏  |  浏览/下载:26/0  |  提交时间:2020/06/23


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