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SlimPLS: A Method for Feature Selection in Gene Expression-Based Disease Classification

A major challenge in biomedical studies in recent years has been the classification of gene expression profiles into categories, such as cases and controls. This is done by first training a classifier by using a labeled training set containing labeled samples from the two populations, and then using...

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Detalles Bibliográficos
Autores principales: Gutkin, Michael, Shamir, Ron, Dror, Gideon
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2715895/
https://www.ncbi.nlm.nih.gov/pubmed/19649265
http://dx.doi.org/10.1371/journal.pone.0006416