A computational pipeline for the development of multi-marker bio-signature panels and ensemble classifiers

A computational pipeline for the development of multi-marker bio-signature panels and ensemble classifiers

<p>Abstract</p> <p>Background</p> <p>Biomarker panels derived separately from genomic and proteomic data and with a variety of computational methods have demonstrated promising classification performance in various diseases. An open question is how to create effective p...

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Bibliographic Details
Main Authors: Günther Oliver P, Chen Virginia, Freue Gabriela Cohen, Balshaw Robert F, Tebbutt Scott J, Hollander Zsuzsanna, Takhar Mandeep, McMaster W Robert, McManus Bruce M, Keown Paul A, Ng Raymond T
Format: Article
Language:English
Published: BMC 2012-12-01
Series:BMC Bioinformatics
Subjects:
Biomarkers
Computational
Pipeline
Genomics
Proteomics
Ensemble
Classification
Online Access:http://www.biomedcentral.com/1471-2105/13/326

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