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Interaction-based transcriptome analysis via differential network inference 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 11
作者:  Leng, Jiacheng;  Wu, Ling-Yun
收藏  |  浏览/下载：45/0  |  提交时间：2023/02/07
differential network inference  differential expression analysis  interaction-based transcriptome analysis  
Identification of TAZ as the essential molecular switch in orchestrating SCLC phenotypic transition and metastasis 期刊论文
NATIONAL SCIENCE REVIEW, 2022, 卷号: 9, 期号: 7, 页码: 15
作者:  Jin, Yujuan;  Zhao, Qiqi;  Zhu, Weikang;  Feng, Yan;  Xiao, Tian;  Zhang, Peng;  Jiang, Liyan;  Hou, Yingyong;  Guo, Chenchen;  Huang, Hsinyi;  Chen, Yabin;  Tong, Xinyuan;  Cao, Jiayu;  Li, Fei;  Zhu, Xueliang;  Qin, Jun;  Gao, Dong;  Liu, Xin-Yuan;  Zhang, Hua;  Chen, Luonan;  Thomas, Roman K.;  Wong, Kwok-Kin;  Zhang, Lei;  Wang, Yong;  Hu, Liang;  Ji, Hongbin
收藏  |  浏览/下载：78/0  |  提交时间：2023/02/07
small cell lung cancer  SWI  SNF complex  TAZ  phenotypic transition  metastasis  
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
Annotating regulatory elements by heterogeneous network embedding 期刊论文
BIOINFORMATICS, 2022, 页码: 13
作者:  Lu, Yurun;  Feng, Zhanying;  Zhang, Songmao;  Wang, Yong
收藏  |  浏览/下载：133/0  |  提交时间：2022/06/21
SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
作者:  Qu, Lianqiang;  Hao, Meiling;  Sun, Liuquan
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
Quantile regression  sparsity  ultrahigh-dimensional data  variable screening  
Jackknife model averaging for high-dimensional quantile regression 期刊论文
BIOMETRICS, 2021, 页码: 12
作者:  Wang, Miaomiao;  Zhang, Xinyu;  Wan, Alan T. K.;  You, Kang;  Zou, Guohua
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
asymptotic optimality  high-dimensional quantile regression  marginal quantile utility  model averaging  
Multiple-Tissue and Multilevel Analysis on Differentially Expressed Genes and Differentially Correlated Gene Pairs for HFpEF 期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 页码: 14
作者:  Zhou, Guofeng;  Sun, Shaoyan;  Yuan, Qiuyue;  Zhang, Run;  Jiang, Ping;  Li, Guangyu;  Wang, Yong;  Li, Xiao
收藏  |  浏览/下载：126/0  |  提交时间：2021/10/26
heart failure with preserved ejection fraction  differentially expressed genes  differentially correlated gene pairs  differential network  molecular docking  
Reusability report: Compressing regulatory networks to vectors for interpreting gene expression and genetic variants 期刊论文
NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 7, 页码: 576-580
作者:  Zeng, Wanwen;  Xin, Jingxue;  Jiang, Rui;  Wang, Yong
收藏  |  浏览/下载：113/0  |  提交时间：2021/10/26
Testing High-Dimensional Nonparametric Behrens-Fisher Problem 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
作者:  Meng, Zhen;  Li, Na;  Yuan, Ao
收藏  |  浏览/下载：130/0  |  提交时间：2021/10/26
Cauchy combination test  nonparametric Behrens-Fisher problem  rank-based test  U-statistic  
hReg-CNCC reconstructs a regulatory network in human cranial neural crest cells and annotates variants in a developmental context 期刊论文
COMMUNICATIONS BIOLOGY, 2021, 卷号: 4, 期号: 1, 页码: 16
作者:  Feng, Zhanying;  Duren, Zhana;  Xiong, Ziyi;  Wang, Sijia;  Liu, Fan;  Wong, Wing Hung;  Wang, Yong
收藏  |  浏览/下载：172/0  |  提交时间：2021/06/01