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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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Bibliografiske detaljer
Main Authors: Zhuang, Joanna, Widschwendter, Martin, Teschendorff, Andrew E
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3364843/
https://ncbi.nlm.nih.gov/pubmed/22524302
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-59
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