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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
Favorite  |  View/Download:6/0  |  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
Favorite  |  View/Download:6/0  |  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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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
Favorite  |  View/Download:6/0  |  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
Favorite  |  View/Download:4/0  |  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
Favorite  |  View/Download:5/0  |  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
Favorite  |  View/Download:23/0  |  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
Favorite  |  View/Download:15/0  |  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
Favorite  |  View/Download:20/0  |  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
Favorite  |  View/Download:22/0  |  Submit date:2019/03/05
heterogeneous diseases  cancer biomarker  network-based  cooperative biomarker  gene expression