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新疆理化技术研究所 [17]
武汉大学 [10]
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HINGRL: predicting drug-disease associations with graph representation learning on heterogeneous information networks
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-15
作者:
Zhao, BW (Zhao, Bo-Wei) [1] , [2]
;
Hu, L (Hu, Lun) [2]
;
You, ZH (You, Zhu-Hong) [3] , [4]
;
Wang, L (Wang, Lei) [5]
;
Su, XR (Su, Xiao-Rui) [1] , [2]
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/05/06
drug-disease associations
prediction
heterogeneous information network
graph representation learning
drug repositioning
MGRL: Predicting Drug-Disease Associations Based on Multi-Graph Representation Learning
期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 期号: 4, 页码: 1-8
作者:
Zhao, BW (Zhao, Bo-Wei)[ 1,2,3 ]
;
You, ZH (You, Zhu-Hong)[ 1,2,3 ]
;
Wong, L (Wong, Leon)[ 1,2,3 ]
;
Zhang, P (Zhang, Ping)[ 4 ]
;
Li, HY (Li, Hao-Yuan)[ 5 ]
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/05/06
drug
disease
drug repositioning
multi-graph representation learning
graph embedding
Prediction of lncRNA-disease associations via an embedding learning HOPE in heterogeneous information networks
期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2021, 卷号: 23, 期号: 3, 页码: 277-285
作者:
Zhou, JR (Zhou, Ji-Ren)[ 1 ]
;
You, ZH (You, Zhu-Hong)[ 1 ]
;
Cheng, L (Cheng, Li)[ 1 ]
;
Ji, BY (Ji, Bo-Ya)[ 1,2 ]
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/05/06
In silico drug repositioning using deep learning and comprehensive similarity measures
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: 增刊3, 页码: 1-14
作者:
Yi, HC (Yi, Hai-Cheng) 1 , 2
;
You, ZH (You, Zhu-Hong) 1
;
Wang, L (Wang, Lei) 1
;
Su, XR (Su, Xiao-Rui) 1 , 2
;
Zhou, X (Zhou, Xi) 1
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/07/14
Drug repositioningDrug-disease interactionGated recurrent unitsGaussian interaction profile kernelMachine learning
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:10/0
  |  
提交时间:2022/03/24
Disease-drug associations predictionLow-rank tensorsMultimodal fusion
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:
Jin, Dan
;
Zhou, Bo
;
Han, Ying
;
Ren, Jiaji
;
Han, Tong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/07/20
Alzheimer's disease
computer-aided diagnosis
neurobiological basis
neuroscientifically interpretable biomarkers
structural magnetic resonance imaging
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:
Jin, Dan
;
Zhou, Bo
;
Han, Ying
;
Ren, Jiaji
;
Han, Tong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/07/20
Alzheimer's disease
computer-aided diagnosis
neurobiological basis
neuroscientifically interpretable biomarkers
structural magnetic resonance imaging
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
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:24/0
  |  
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:33/0
  |  
提交时间:2020/09/09
drug-target interactions
molecular association network
attribute feature
behavior feature
random forest
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