Elucidating the altered transcriptional programs in breast cancer using independent component analysis.

The quantity of mRNA transcripts in a cell is determined by a complex interplay of cooperative and counteracting biological processes. Independent Component Analysis (ICA) is one of a few number of unsupervised algorithms that have been applied to microarray gene expression data in an attempt to und...

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Bibliographic Details
Main Authors: Andrew E Teschendorff, Michel Journée, Pierre A Absil, Rodolphe Sepulchre, Carlos Caldas
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2007-08-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC1950343?pdf=render