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Feature selection with interactions in logistic regression models using multivariate synergies for a GWAS application

BACKGROUND: Genotype-phenotype association has been one of the long-standing problems in bioinformatics. Identifying both the marginal and epistatic effects among genetic markers, such as Single Nucleotide Polymorphisms (SNPs), has been extensively integrated in Genome-Wide Association Studies (GWAS...

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Detalhes bibliográficos
Publicado no:BMC Genomics
Main Authors: Xu, Easton Li, Qian, Xiaoning, Yu, Qilian, Zhang, Han, Cui, Shuguang
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5872388/
https://ncbi.nlm.nih.gov/pubmed/29589561
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12864-018-4552-x
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