Would large dataset sample size unveil the potential of deep neural networks for improved genome-enabled prediction of complex traits? The case for body weight in broilers

BACKGROUND: Deep neural networks (DNN) are a particular case of artificial neural networks (ANN) composed by multiple hidden layers, and have recently gained attention in genome-enabled prediction of complex traits. Yet, few studies in genome-enabled prediction have assessed the performance of DNN c...

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Detalles Bibliográficos
Autores principales: Passafaro, Tiago L., Lopes, Fernando B., Dórea, João R. R., Craven, Mark, Breen, Vivian, Hawken, Rachel J., Rosa, Guilherme J. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654004/
https://www.ncbi.nlm.nih.gov/pubmed/33167865
http://dx.doi.org/10.1186/s12864-020-07181-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654004/
https://www.ncbi.nlm.nih.gov/pubmed/33167865
http://dx.doi.org/10.1186/s12864-020-07181-x

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