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Pathway hunting by random survival forests

Motivation: Pathway or gene set analysis has been widely applied to genomic data. Many current pathway testing methods use univariate test statistics calculated from individual genomic markers, which ignores the correlations and interactions between candidate markers. Random forests-based pathway an...

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Bibliografski detalji
Glavni autori: Chen, Xi, Ishwaran, Hemant
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2013
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3530909/
https://ncbi.nlm.nih.gov/pubmed/23129299
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bts643
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