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Incorporating pathway information into boosting estimation of high-dimensional risk prediction models

BACKGROUND: There are several techniques for fitting risk prediction models to high-dimensional data, arising from microarrays. However, the biological knowledge about relations between genes is only rarely taken into account. One recent approach incorporates pathway information, available, e.g., fr...

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Detalhes bibliográficos
Main Authors: Binder, Harald, Schumacher, Martin
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2647532/
https://ncbi.nlm.nih.gov/pubmed/19144132
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-10-18
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