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Prediction of Early Breast Cancer Metastasis from DNA Microarray Data Using High-Dimensional Cox Regression Models

Background DNA microarray studies identified gene expression signatures predictive of metastatic relapse in early breast cancer. Standard feature selection procedures applied to reduce the set of predictive genes did not take into account the correlation between genes. In this paper, we studied the...

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Main Authors: Christophe Zemmour, François Bertucci, Pascal Finetti, Bernard Chetrit, Daniel Birnbaum, Thomas Filleron, Jean-Marie Boher
Formato: Artigo
Idioma:Inglês
Publicado: SAGE Publishing 2015-01-01
Series:Cancer Informatics
Acceso en liña:https://doi.org/10.4137/CIN.S17284
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