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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:147/0
  |  
提交时间:2021/08/09
MeSHHeading2vecMeSH relationship networkgraph embeddingcomputational prediction model
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:17/0
  |  
提交时间:2022/03/24
Disease-drug associations predictionLow-rank tensorsMultimodal fusion
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
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  |  
浏览/下载:39/0
  |  
提交时间:2021/07/27
drug discoverydrug-target interactionslarge-scale graph representation learningcomputational method
Visible light driven recyclable micromotors for "on-the-fly" water remediation
期刊论文
Materials Letters, 2020, 卷号: 258, 页码: 1-5
作者:
Zhan ZH(詹子恒)
;
Zheng JH(郑江宏)
;
Yin C(尹超)
;
Yang WG(杨文广)
;
Yao LG(姚立纲)
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  |  
浏览/下载:272/0
  |  
提交时间:2019/11/14
Micromotor
Water remediation
Visible light
BiOI
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:34/0
  |  
提交时间:2020/04/21
Drug-target
Deep learning
Legendre moment
Long short-term memory
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:36/0
  |  
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:27/0
  |  
提交时间:2020/05/07
Graph regularization
lncRNA-miRNA interaction
lncRNA-miRNA similarity
nonnegative matrix factorization
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:29/0
  |  
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:37/0
  |  
提交时间:2020/09/09
drug-target interactions
molecular association network
attribute feature
behavior feature
random forest
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:37/0
  |  
提交时间:2020/10/23
miRNA-disease associations
Heterogeneous network
GraRep
Random Forest
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