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Graph representation learning in bioinformatics: trends, methods and applications
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-16
作者:
Yi, HC (Yi, Hai-Cheng) [1] , [2]
;
You, ZH (You, Zhu-Hong) [3]
;
Huang, DS (Huang, De-Shuang) [4]
;
Kwoh, CK (Kwoh, Chee Keong) [5] , [6]
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/05/06
graph representation learning
deeplearning
graph neural network
graph embedding
knowledge graph
healthcare
An Efficient Computational Model for Large-Scale Prediction of Protein-Protein Interactions Based on Accurate and Scalable Graph Embedding
期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 期号: 2, 页码: 1-10
作者:
Su, XR (Su, Xiao-Rui)[ 1,2,3 ]
;
You, ZH (You, Zhu-Hong)[ 1,2,3 ]
;
Hu, L (Hu, Lun)[ 1,2,3 ]
;
Huang, YA (Huang, Yu-An)[ 1 ]
;
Wang, Y (Wang, Yi)[ 1,2,3 ]
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/05/24
large-scale
protein-protein interaction
GraphZoom
weighted graph
graph embedding
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:115/0
  |  
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:31/0
  |  
提交时间:2020/04/21
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:25/0
  |  
提交时间:2020/09/09
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:35/0
  |  
提交时间:2020/11/04
network biology
system biology
Bioentity2vec
multi-type relationship prediction
Functional near-infrared spectroscopy in the evaluation of urban rail transit drivers' mental workload under simulated driving conditions
期刊论文
Ergonomics, 2019, 页码: 1-14
作者:
Li Lan-Peng[1]
;
Liu Zhi-Gang[2]
;
Zhu Hai-Yan[3]
;
Zhu Lin[4]
;
Huang Yuan-Chun[5]
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2019/04/22
Mental workload
driving simulator
functional near-infrared spectroscopy (fNIRS)
oxy-hemoglobin (oxy-Hb)
urban rail transit driver
Electrochemical analysis of 8-hydroxy-2'-deoxyguanosine with enhanced sensitivity based on exonuclease-mediated functional nucleic acid
期刊论文
Talanta, 2019, 卷号: 199, 页码: 324-328
作者:
Zheng Ji[1]
;
Gao Tao[2]
;
Shi Hai[3]
;
Huang Yue[4]
;
Xiang Yang[5]
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/04/22
8-hydroxy-2′-deoxyguanosine
Aptamer
DNA oxidative damage
DNAzyme
Electrochemical assay
Application of electroacupuncture for postoperative pain management after total knee arthroplasty: a study protocol for a single-blinded, randomised placebo-controlled trial
期刊论文
BMJ open, 2019, 卷号: 9, 页码: e026084
作者:
Zhong Sheng[1]
;
Huang Hai[2]
;
Xie Jun[3]
;
Zhao Ling[4]
;
Song Xiu-Ling[5]
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/04/22
electroacupuncture
postoperative pain
the study protocol
total knee arthroplasty
Fingerprint and multi-component quantitative analyses for quality evaluation of Rhizoma coptidis steamed with rice wine
期刊论文
2019, 卷号: 18, 期号: 6, 页码: 1297-1303
作者:
Wang, Jin[1]
;
Zeng, Hai-rong[1]
;
Lou, Guan-hua[1]
;
Hu, Chang-jiang[1]
;
Huang, Qin-wan[1]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/16
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