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A comparison of feature selection and classification methods in DNA methylation studies using the Illumina Infinium platform

BACKGROUND: The 27k Illumina Infinium Methylation Beadchip is a popular high-throughput technology that allows the methylation state of over 27,000 CpGs to be assayed. While feature selection and classification methods have been comprehensively explored in the context of gene expression data, relati...

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Detalles Bibliográficos
Autores principales: Zhuang, Joanna, Widschwendter, Martin, Teschendorff, Andrew E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3364843/
https://www.ncbi.nlm.nih.gov/pubmed/22524302
http://dx.doi.org/10.1186/1471-2105-13-59