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A novel approach to cancer staging: application to esophageal cancer

A novel 3-step random forests methodology involving survival data (survival forests), ordinal data (multiclass forests), and continuous data (regression forests) is introduced for cancer staging. The methodology is illustrated for esophageal cancer using worldwide esophageal cancer collaboration dat...

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Bibliografski detalji
Glavni autori: Ishwaran, Hemant, Blackstone, Eugene H., Apperson-Hansen, Carolyn, Rice, Thomas W.
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2009
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3590074/
https://ncbi.nlm.nih.gov/pubmed/19502615
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxp016
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