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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:108/0
  |  
提交时间:2021/08/09
MeSHHeading2vecMeSH relationship networkgraph embeddingcomputational prediction model
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
drug discoverydrug-target interactionslarge-scale graph representation learningcomputational method
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:29/0
  |  
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:29/0
  |  
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
Graph regularization
lncRNA-miRNA interaction
lncRNA-miRNA similarity
nonnegative matrix factorization
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:33/0
  |  
提交时间:2020/09/09
drug-target interactions
molecular association network
attribute feature
behavior feature
random forest
Bioentity2vec: Attribute- and behavior-driven representation for predicting multi-type relationships between bioentities
期刊论文
GIGASCIENCE, 2020, 卷号: 9, 期号: 6, 页码: 1-12
作者:
Guo, ZH (Guo, Zhen-Hao)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Wang, YB (Wang, Yan-Bin)[ 3 ]
;
Huang, DS (Huang, De-Shuang)[ 4 ]
;
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2020/11/04
network biology
system biology
Bioentity2vec
multi-type relationship prediction
Prediction of Self-Interacting Proteins from Protein Sequence Information Based on Random Projection Model and Fast Fourier Transform
期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 卷号: 20, 期号: 4, 页码: 1-15
作者:
Chen, ZH (Chen, Zhan-Heng)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Li, LP (Li, Li-Ping)[ 1 ]
;
Wang, YB (Wang, Yan-Bin)[ 1 ]
;
Wong, L (Wong, Leon)[ 1,2 ]
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2019/05/16
self-interacting proteins
position-specific scoring matrix
fast Fourier transform
random projection
Motor skill learning induces brain network plasticity: A diffusion-tensor imaging study
期刊论文
PloS one, 2019, 卷号: 14, 页码: e0210015
作者:
Pi Yan-Ling[1]
;
Wu Xu-Heng[2]
;
Wang Feng-Juan[3]
;
Liu Ke[4]
;
Wu Yin[5]
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/04/22
Triterpenoids, megastigmanes and hydroxycinnamic acid derivatives from Anisomeles indica
期刊论文
Natural product research, 2019, 卷号: 33, 页码: 41-46
作者:
Liu Quan-Wen[1]
;
Chen Cai-Hua[2]
;
Wang Xiao-Feng[3]
;
Jiang Kun[4]
;
Qu Shi-Jin[5]
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2019/04/22
2α
3α
19α-trihydroxyurs-12
20(30)-dien-28-oic acid
Lamiaceae
hydroxycinnamic acids
megastigmanes
triterpenoids
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