Network-based survival analysis to discover target genes for developing cancer immunotherapies and predicting patient survival

Recently, cancer immunotherapies have been life-savers, however, only a fraction of treated patients have durable responses. Consequently, statistical methods that enable the discovery of target genes for developing new treatments and predicting patient survival are of importance. This paper introdu...

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Veröffentlicht in:Journal of applied statistics. - 1991. - 48(2021), 8 vom: 01., Seite 1352-1373
1. Verfasser: He, Xinwei (VerfasserIn)
Weitere Verfasser: Sun, Xiaoqiang, Shao, Yongzhao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:Journal of applied statistics
Schlagworte:Journal Article Multicellular gene network WGCNA predictive models survival models time-dependent ROCs and AUCs treatment resistance