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Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：99/0  |  提交时间：2022/06/21
Joint reconstruction of cis-regulatory interaction networks across multiple tissues using single-cell chromatin accessibility data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 3, 页码: 15
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：111/0  |  提交时间：2022/04/02
cis-regulatory interaction networks  single-cell ATAC-seq  Gaussian graphical LASSO  
TFAP2C-and p63-Dependent Networks Sequentially Rearrange Chromatin Landscapes to Drive Human Epidermal Lineage Commitment 期刊论文
CELL STEM CELL, 2019, 卷号: 24, 期号: 2, 页码: 271-+
作者:  Li, Lingjie;  Wang, Yong;  Torkelson, Jessica L.;  Shankar, Gautam;  Pattison, Jillian M.;  Zhen, Hanson H.;  Fang, Fengqin;  Duren, Zhana;  Xin, Jingxue;  Gaddam, Sadhana;  Melo, Sandra P.;  Piekos, Samantha N.;  Li, Jiang;  Liaw, Eric J.;  Chen, Lang;  Li, Rui;  Wernig, Marius;  Wong, Wing H.;  Chang, Howard Y.;  Oro, Anthony E.
收藏  |  浏览/下载：275/0  |  提交时间：2019/03/11
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：191/0  |  提交时间：2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity