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Reveal cell type-specific regulatory elements and their characterized histone code classes via a hidden Markov model 期刊论文
BMC GENOMICS, 2018, 卷号: 19, 页码: 13
作者:  Wang, Can;  Zhang, Shihua
收藏  |  浏览/下载:250/0  |  提交时间:2019/01/11
Epigenomics  Cell type-specific regulatory elements  Hidden Markov model  Histone modification  
MSIQ: JOINT MODELING OF MULTIPLE RNA-SEQ SAMPLES FOR ACCURATE ISOFORM QUANTIFICATION 期刊论文
ANNALS OF APPLIED STATISTICS, 2018, 卷号: 12, 期号: 1, 页码: 510-539
作者:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
收藏  |  浏览/下载:194/0  |  提交时间:2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity  
Large-scale determination and characterization of cell type-specific regulatory elements in the human genome 期刊论文
Journal of Molecular Cell Biology, 2017, 卷号: 9, 期号: 6, 页码: 463
作者:  Wang Can;  Zhang Shihua
收藏  |  浏览/下载:143/0  |  提交时间:2018/07/30
Comparative DNA methylation analysis to decipher common and cell type-specific patterns among multiple cell types 期刊论文
BRIEFINGS IN FUNCTIONAL GENOMICS, 2016, 卷号: 15, 期号: 6, 页码: 399-407
作者:  Yang, Xiaofei;  Shao, Xiaojian;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载:166/0  |  提交时间:2018/07/30
DNA methylation patterns  differentially methylation regions  comparative studies  tissue-specific methylation  cancer epigenomics  
An integrative and comparative study of pan-cancer transcriptomes reveals distinct cancer common and specific signatures 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 13
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载:132/0  |  提交时间:2018/07/30
A Two-Stage Method to Identify Joint Modules From Matched MicroRNA and mRNA Expression Data 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2016, 卷号: 15, 期号: 4, 页码: 362-370
作者:  Min, Wenwen;  Liu, Juan;  Luo, Fei;  Zhang, Shihua
收藏  |  浏览/下载:169/0  |  提交时间:2018/07/30
L-0-penalized singular value decomposition (L-0-SVD)  miRNA cluster  miRNA-gene joint module  multiple-output sparse group lasso  
A novel computational framework for simultaneous integration of multiple types of genomic data to identify microRNA-gene regulatory modules 期刊论文
BIOINFORMATICS, 2011, 卷号: 27, 期号: 13, 页码: I401-I409
作者:  Zhang, Shihua;  Li, Qingjiao;  Liu, Juan;  Zhou, Xianghong Jasmine
收藏  |  浏览/下载:148/0  |  提交时间:2018/07/30