MUMAL: Multivariate analysis in shotgun proteomics using machine learning techniques

<p>Abstract</p> <p>Background</p> <p>The shotgun strategy (liquid chromatography coupled with tandem mass spectrometry) is widely applied for identification of proteins in complex mixtures. This method gives rise to thousands of spectra in a single run, which are interp...

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Bibliographic Details
Main Authors: Cerqueira Fabio R, Ferreira Ricardo S, Oliveira Alcione P, Gomes Andreia P, Ramos Humberto JO, Graber Armin, Baumgartner Christian
Format: Artigo
Language:Inglês
Published: BMC 2012-10-01
Series:BMC Genomics
Subjects:
Machine learning
Bioinformatics
Peptide/protein identification
Shotgun proteomics
Phosphoproteomics
Tandem mass spectrometry
Online Access:http://cebio.org/events/2011/10/12/x-meeting-2011
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