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Identifying phenotype-associated subpopulations by integrating bulk and single-cell sequencing data 期刊论文
NATURE BIOTECHNOLOGY, 2021, 页码: 18
Authors:  Sun, Duanchen;  Guan, Xiangnan;  Moran, Amy E.;  Wu, Ling-Yun;  Qian, David Z.;  Schedin, Pepper;  Dai, Mu-Shui;  Danilov, Alexey, V;  Alumkal, Joshi J.;  Adey, Andrew C.;  Spellman, Paul T.;  Xia, Zheng
Favorite  |  View/Download:50/0  |  Submit date:2022/04/02
Discovering cooperative biomarkers for heterogeneous complex disease diagnoses 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 89-101
Authors:  Sun, Duanchen;  Ren, Xianwen;  Ari, Eszter;  Korcsmaros, Tamas;  Csermely, Peter;  Wu, Ling-Yun
Favorite  |  View/Download:113/0  |  Submit date:2019/03/05
heterogeneous diseases  cancer biomarker  network-based  cooperative biomarker  gene expression  
CEA: Combination-based gene set functional enrichment analysis 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 13
Authors:  Sun, Duanchen;  Liu, Yinliang;  Zhang, Xiang-Sun;  Wu, Ling-Yun
Favorite  |  View/Download:159/0  |  Submit date:2018/10/07
NetGen: a novel network-based probabilistic generative model for gene set functional enrichment analysis 期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 14
Authors:  Sun, Duanchen;  Liu, Yinliang;  Zhang, Xiang-Sun;  Wu, Ling-Yun
Favorite  |  View/Download:81/0  |  Submit date:2018/07/30
Gene ontology  Enrichment analysis  Network-based probabilistic generative model  Integer programming  Complex diseases