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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
作者:  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying;  Chen, Xing
收藏  |  浏览/下载:205/0  |  提交时间:2019/03/05
microRNA  Disease  miRNA-disease association  Random walk  Binary regression  
Maximal entropy random walk on heterogenous network for MIRNA-disease Association prediction 期刊论文
MATHEMATICAL BIOSCIENCES, 2018, 卷号: 306, 页码: 1-9
作者:  Ya-Wei, Niu;  Hua, Liu;  Guang-Hui, Wang;  Gui-Ying, Yan
收藏  |  浏览/下载:192/0  |  提交时间:2019/03/05
Maximal entropy random walk  Heterogenous network  microRNA  Disease  miRNA-disease association  
HAMDA: Hybrid Approach for MiRNA-Disease Association prediction 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2017, 卷号: 76, 页码: 50-58
作者:  Chen, Xing;  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying
收藏  |  浏览/下载:185/0  |  提交时间:2018/07/30
miRNA  Disease  miRNA-disease association  Hybrid prediction approach  Recommendation systems  
LRLSHMDA: Laplacian Regularized Least Squares for Human Microbe-Disease Association prediction 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 11
作者:  Wang, Fan;  Huang, Zhi-An;  Chen, Xing;  Zhu, Zexuan;  Wen, Zhenkun;  Zhao, Jiyun;  Yan, Gui-Ying
收藏  |  浏览/下载:170/0  |  提交时间:2018/07/30
A novel approach based on KATZ measure to predict associations of human microbiota with non-infectious diseases 期刊论文
BIOINFORMATICS, 2017, 卷号: 33, 期号: 5, 页码: 733-739
作者:  Chen, Xing;  Huang, Yu-An;  You, Zhu-Hong;  Yan, Gui-Ying;  Wang, Xue-Song
收藏  |  浏览/下载:191/0  |  提交时间:2018/07/30
PBHMDA: Path-Based Human Microbe-Disease Association Prediction 期刊论文
FRONTIERS IN MICROBIOLOGY, 2017, 卷号: 8, 页码: 10
作者:  Huang, Zhi-An;  Chen, Xing;  Zhu, Zexuan;  Liu, Hongsheng;  Yan, Gui-Ying;  You, Zhu-Hong;  Wen, Zhenkun
收藏  |  浏览/下载:188/0  |  提交时间:2018/07/30
microbes  diseases  path-based measure  computational prediction model  association network  
RKNNMDA: Ranking-based KNN for MiRNA-Disease Association prediction 期刊论文
RNA BIOLOGY, 2017, 卷号: 14, 期号: 7, 页码: 952-962
作者:  Chen, Xing;  Wu, Qiao-Feng;  Yan, Gui-Ying
收藏  |  浏览/下载:125/0  |  提交时间:2018/07/30
Disease  disease semantic similarity  KNN algorithm  miRNAs  miRNA-disease association  SVM Ranking model  
HGIMDA: Heterogeneous graph inference for miRNA-disease association prediction 期刊论文
ONCOTARGET, 2016, 卷号: 7, 期号: 40, 页码: 65257-65269
作者:  Chen, Xing;  Yan, Chenggang Clarence;  Zhang, Xu;  You, Zhu-Hong;  Huang, Yu-An;  Yan, Gui-Ying
收藏  |  浏览/下载:154/0  |  提交时间:2018/07/30
microRNA  disease  microRNA-disease association  heterogeneous network  similarity