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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Bibliographic Details
Main Authors: Michael Gutkin, Ron Shamir, Gideon Dror
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-07-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/19649265/pdf/?tool=EBI

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