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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Detalles Bibliográficos
Autores principales: Binder, Harald, Schumacher, Martin
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2647532/
https://www.ncbi.nlm.nih.gov/pubmed/19144132
http://dx.doi.org/10.1186/1471-2105-10-18

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2647532/
https://www.ncbi.nlm.nih.gov/pubmed/19144132
http://dx.doi.org/10.1186/1471-2105-10-18

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