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Approximate Bayesian neural networks in genomic prediction

BACKGROUND: Genome-wide marker data are used both in phenotypic genome-wide association studies (GWAS) and genome-wide prediction (GWP). Typically, such studies include high-dimensional data with thousands to millions of single nucleotide polymorphisms (SNPs) recorded in hundreds to a few thousands...

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Detalles Bibliográficos
Autor principal: Waldmann, Patrik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6303864/
https://www.ncbi.nlm.nih.gov/pubmed/30577737
http://dx.doi.org/10.1186/s12711-018-0439-1