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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:114/0
  |  
提交时间:2021/08/09
MeSHHeading2vecMeSH relationship networkgraph embeddingcomputational prediction model
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:30/0
  |  
提交时间:2020/04/21
Integrative Construction and Analysis of Molecular Association Network in Human Cells by Fusing Node Attribute and Behavior Information
期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2020, 卷号: 19, 期号: 3, 页码: 498-506
作者:
Guo, ZH (Guo, Zhen-Hao)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/04/21
RPI-SE: a stacking ensemble learning framework for ncRNA-protein interactions prediction using sequence information
期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 1-10
作者:
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1,2 ]
;
Wang, MN (Wang, Mei-Neng)[ 3 ]
;
Guo, ZH (Guo, Zhen-Hao)[ 1 ]
;
Wang, YB (Wang, Yan-Bin)[ 1 ]
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  |  
浏览/下载:19/0
  |  
提交时间:2020/04/21
Sequence analysis
RNA-protein interaction
ncRNA
Ensemble learning
Position weight matrix
Legendre moments
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:24/0
  |  
提交时间:2020/09/09
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
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:34/0
  |  
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
Self-assembling peptide modified with QHREDGS as a novel delivery system for mesenchymal stem cell transplantation after myocardial infarction
期刊论文
FASEB journal : official publication of the Federation of American Societies for Experimental Biology, 2019, 页码: fj201801768RR
作者:
Cai Hao[1]
;
Wu Feng-Ying[2]
;
Wang Qiang-Li[3]
;
Xu Peng[4]
;
Mou Fang-Fang[5]
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2019/04/22
MI
MSCs
SAP
exosome
miR-21
Anti-inflammatory Ellagitannins from Cleidion brevipetiolatum for the Treatment of Rheumatoid Arthritis
期刊论文
2019, 卷号: 82, 期号: 9, 页码: 2409-2418
作者:
Zhao, Min[1,2]
;
Yuan, Xue[1,2]
;
Pei, Ying-He[1,2]
;
Ye, Hao-Yu[1,2]
;
Peng, Ai-Hua[1,2]
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2019/12/16
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