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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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Detalhes bibliográficos
Main Authors: Ishwaran, Hemant, Blackstone, Eugene H., Apperson-Hansen, Carolyn, Rice, Thomas W.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2009
Assuntos:
Acesso em linha: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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