Comparison of data-merging methods with SVM attribute selection and classification in breast cancer gene expression

BACKGROUND: DNA microarray data are used to identify genes which could be considered prognostic markers. However, due to the limited sample size of each study, the signatures are unstable in terms of the composing genes and may be limited in terms of performances. It is therefore of great interest t...

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Bibliographic Details
Main Authors: Bevilacqua, Vitoantonio, Pannarale, Paolo, Abbrescia, Mirko, Cava, Claudia, Paradiso, Angelo, Tommasi, Stefania
Format: Artigo
Language:Inglês
Published: BioMed Central 2012
Subjects:
Proceedings
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3348047/
https://ncbi.nlm.nih.gov/pubmed/22595006
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-S7-S9
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