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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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A joint modeling approach for analyzing marker data in the presence of a terminal event
期刊论文
BIOMETRICS, 2020, 页码: 12
Authors:
Zhou, Jie
;
Chen, Xin
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:16/0
  |  
Submit date:2020/05/24
joint modeling
longitudinal data analysis
marker process
medical costs
recurrent events
terminal event
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
Authors:
Cao, Zhen
;
Zhang, Shihua
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View/Download:17/0
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Submit date:2020/05/24
DNA
Bioinformatics
Kernel
Feature extraction
Support vector machines
Genomics
Task analysis
Bioinformatics
machine learning
gapped k-mer
deep neural network
transcription factor binding site prediction
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations (vol 10, 1259, 2019)
期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 2
Authors:
Wang, Qi
;
Yan, Guiying
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View/Download:18/0
  |  
Submit date:2020/05/24
long non-coding RNA
disease
association prediction
computational prediction model
diffusion model
Stochastic Multiscale Heat Transfer Analysis of Heterogeneous Materials with Multiple Random Configurations
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 27, 期号: 2, 页码: 431-459
Authors:
Yang, Zihao
;
Guan, Xiaofei
;
Cui, Junzhi
;
Dong, Hao
;
Wu, Ye
;
Zhang, Jieqiong
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View/Download:10/0
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Submit date:2020/05/24
Multiple random configurations
heat transfer problem
reiterated homogenization analysis
micro-meso-macro formulations
stochastic multiscale model
Integrating distal and proximal information to predict gene expression via a densely connected convolutional neural network
期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 2, 页码: 496-503
Authors:
Zeng, Wanwen
;
Wang, Yong
;
Jiang, Rui
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Submit date:2020/06/30
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations
期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 页码: 10
Authors:
Wang, Qi
;
Yan, Guiying
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View/Download:12/0
  |  
Submit date:2020/05/24
long non-coding RNA
disease
association prediction
computational prediction model
diffusion model
RWHMDA: Random Walk on Hypergraph for Microbe-Disease Association Prediction
期刊论文
FRONTIERS IN MICROBIOLOGY, 2019, 卷号: 10, 页码: 10
Authors:
Niu, Ya-Wei
;
Qu, Cun-Quan
;
Wang, Guang-Hui
;
Yan, Gui-Ying
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Submit date:2020/01/10
hypergraph
random walk
microbe
human diseases
association prediction
Simple tricks of convolutional neural network architectures improve DNA-protein binding prediction
期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 11, 页码: 1837-1843
Authors:
Cao, Zhen
;
Zhang, Shihua
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Submit date:2020/01/10
Integrating random walk and binary regression to identify novel miRNA-disease association
期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 页码: 13
Authors:
Niu, Ya-Wei
;
Wang, Guang-Hui
;
Yan, Gui-Ying
;
Chen, Xing
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View/Download:30/0
  |  
Submit date:2019/03/05
microRNA
Disease
miRNA-disease association
Random walk
Binary regression
Discovering cooperative biomarkers for heterogeneous complex disease diagnoses
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 89-101
Authors:
Sun, Duanchen
;
Ren, Xianwen
;
Ari, Eszter
;
Korcsmaros, Tamas
;
Csermely, Peter
;
Wu, Ling-Yun
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View/Download:31/0
  |  
Submit date:2019/03/05
heterogeneous diseases
cancer biomarker
network-based
cooperative biomarker
gene expression