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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Publié dans:Journal of applied statistics. - 1991. - 48(2021), 8 vom: 01., Seite 1352-1373
Auteur principal: He, Xinwei (Auteur)
Autres auteurs: Sun, Xiaoqiang, Shao, Yongzhao
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:Journal of applied statistics
Sujets:Journal Article Multicellular gene network WGCNA predictive models survival models time-dependent ROCs and AUCs treatment resistance