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Integrative analysis of single-cell genomics data by coupled nonnegative matrix factorizations 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 卷号: 115, 期号: 30, 页码: 7723-7728
作者:  Duren, Zhana;  Chen, Xi;  Zamanighomi, Mahdi;  Zeng, Wanwen;  Satpathy, Ansuman T.;  Chang, Howard Y.;  Wang, Yong;  Wong, Wing Hung
收藏  |  浏览/下载：178/0  |  提交时间：2019/12/13
coupled clustering  NMF  single-cell genomic data  
Conic shapes have higher sensitivity than cylindrical ones in nanopore DNA sequencing 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 11
作者:  Tu, Bin;  Bai, Shiyang;  Lu, Benzhuo;  Fang, Qiaojun
收藏  |  浏览/下载：154/0  |  提交时间：2018/07/30
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：195/0  |  提交时间：2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity