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Data mining and machine learning approaches for the integration of genome-wide association and methylation data: methodology and main conclusions from GAW20

BACKGROUND: Multiple layers of genetic and epigenetic variability are being simultaneously explored in an increasing number of health studies. We summarize here different approaches applied in the Data Mining and Machine Learning group at the GAW20 to integrate genome-wide genotype and methylation a...

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Detalles Bibliográficos
Autores principales: Darst, Burcu, Engelman, Corinne D., Tian, Ye, Lorenzo Bermejo, Justo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6157271/
https://www.ncbi.nlm.nih.gov/pubmed/30255774
http://dx.doi.org/10.1186/s12863-018-0646-3