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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:41/0
  |  
提交时间:2021/05/06
drug
disease
drug repositioning
multi-graph representation learning
graph embedding
LDGRNMF: LncRNA-disease associations prediction based on graph regularized non-negative matrix factorization
期刊论文
NEUROCOMPUTING, 2021, 卷号: 424, 期号: 2, 页码: 236-245
作者:
Wang, MN (Wang, Mei-Neng)[ 1 ]
;
You, ZH (You, Zhu-Hong)[ 2 ]
;
Wang, L (Wang, Lei)[ 2,3 ]
;
Li, LP (Li, Li-Ping)[ 2 ]
;
Zheng, K (Zheng, Kai)[ 4 ]
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/03/05
LncRNA-disease associations
LncRNA-disease similarity
Nonnegative matrix factorization
Graph regularization
GCNCDA: A new method for predicting circRNA-disease associations based on Graph Convolutional Network Algorithm
期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2020, 卷号: 16, 期号: 5, 页码: 1-19
作者:
Wang, L (Wang, Lei)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 2 ]
;
Li, YM (Li, Yang-Ming)[ 3 ]
;
Zheng, K (Zheng, Kai)[ 4 ]
;
Huang, YA (Huang, Yu-An)[ 5 ]
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/07/06
iCDA-CGR: Identification of circRNA-disease associations based on Chaos Game Representation
期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2020, 卷号: 16, 期号: 5, 页码: 1-22
作者:
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  |  
浏览/下载:40/0
  |  
提交时间:2020/07/06
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:29/0
  |  
提交时间:2020/09/09
FCGCNMDA: predicting miRNA-disease associations by applying fully connected graph convolutional networks
期刊论文
miRNA-disease association; Graph convolutional networks; Fully connected graph; Deep learning, 2020, 卷号: 295, 期号: 5, 页码: 1197-1209
作者:
Li, JS (Li, Jiashu)[ 1,2 ]
;
Li, ZW (Li, Zhengwei)[ 1,2,3 ]
;
Nie, R (Nie, Ru)[ 1,2 ]
;
You, ZH (You, Zhuhong)[ 4 ]
;
Bao, WZ (Bao, Wenzhang)[ 5 ]
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浏览/下载:20/0
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提交时间:2020/09/09
Identification of potential drug-targets by combining evolutionary information extracted from frequency profiles and molecular topological structures
期刊论文
CHEMICAL BIOLOGY & DRUG DESIGN, 2020, 卷号: 96, 期号: 2, 页码: 758-767
作者:
Wang, L (Wang, Lei)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 2 ]
;
Li, LP (Li, Li-Ping)[ 2 ]
;
Yan, X (Yan, Xin)[ 3 ]
;
Zhang, W (Zhang, Wei)[ 1 ]
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  |  
浏览/下载:55/0
  |  
提交时间:2020/11/04
drug-target interaction
rotation forest
two-dimensional principal component analysis
GANCDA: a novel method for predicting circRNA-disease associations based on deep generative adversarial network
期刊论文
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2020, 卷号: 23, 期号: 3, 页码: 265-283
作者:
Yan, X (Yan, Xin)[ 1 ]
;
Wang, L (Wang, Lei)[ 2,3 ]
;
You, ZH (You, Zhu-Hong)[ 3 ]
;
Li, LP (Li, Li-Ping)[ 3 ]
;
Zheng, K (Zheng, Kai)[ 4 ]
收藏
  |  
浏览/下载:261/0
  |  
提交时间:2020/12/11
circular RNA
diseases
CircRNA-disease association
generative adversarial network
logistic model tree
NLPEI: A Novel Self-Interacting Protein Prediction Model Based on Natural Language Processing and Evolutionary Information
期刊论文
EVOLUTIONARY BIOINFORMATICS, 2020, 卷号: 16, 期号: 12, 页码: 1-12
作者:
Jia, LN (Jia, Li-Na)[ 1 ]
;
Yan, X (Yan, Xin)[ 2,3 ]
;
You, ZH (You, Zhu-Hong)[ 4 ]
;
Zhou, X (Zhou, Xi)[ 4 ]
;
Li, LP (Li, Li-Ping)[ 4 ]
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/03/19
Self-interacting protein
natural language processing
evolutionary information
stacked auto-encoder
Age Is Important for the Early-Stage Detection of Breast Cancer on Both Transcriptomic and Methylomic Biomarkers
期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 期号: 3, 页码: 1-13
作者:
Feng, X (Feng, Xin)[ 1,2 ]
;
Li, JL (Li, Jialiang)[ 2,3 ]
;
Li, H (Li, Han)[ 2,3 ]
;
Chen, H (Chen, Hang)[ 1,2 ]
;
Li, F (Li, Fei)[ 2,3 ]
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  |  
浏览/下载:83/0
  |  
提交时间:2019/04/18
age
feature selection
TriVote
BRCA
classification
transcriptome
methylome
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