Pooling breast cancer datasets has a synergetic effect on classification performance and improves signature stability

BACKGROUND: Michiels et al. (Lancet 2005; 365: 488–92) employed a resampling strategy to show that the genes identified as predictors of prognosis from resamplings of a single gene expression dataset are highly variable. The genes most frequently identified in the separate resamplings were put forwa...

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Autori principali: van Vliet, Martin H, Reyal, Fabien, Horlings, Hugo M, van de Vijver, Marc J, Reinders, Marcel JT, Wessels, Lodewyk FA
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2008
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Research Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC2527336/
https://ncbi.nlm.nih.gov/pubmed/18684329
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-9-375
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