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.

Passafaro, Tiago L; Lopes, Fernando B; Dórea, João R R; Craven, Mark; Breen, Vivian; Hawken, Rachel J; Rosa, Guilherme J M

Passafaro, Tiago L; Lopes, Fernando B; Dórea, João R R; Craven, Mark; Breen, Vivian; Hawken, Rachel J; Rosa, Guilherme J M.

Afiliación

Passafaro TL; Department of Animal and Dairy Sciences, University of Wisconsin, Madison, WI, 53706, USA.
Lopes FB; Cobb-Vantress Inc., Siloam Springs, AR, 72761, USA.
Dórea JRR; Department of Animal and Dairy Sciences, University of Wisconsin, Madison, WI, 53706, USA.
Craven M; Department of Biostatistics & Medical Informatics, University of Wisconsin, Madison, WI, 53706, USA.
Breen V; Department of Computer Sciences, University of Wisconsin, Madison, WI, 53706, USA.
Hawken RJ; Cobb-Vantress Inc., Siloam Springs, AR, 72761, USA.
Rosa GJM; Cobb-Vantress Inc., Siloam Springs, AR, 72761, USA.

BMC Genomics ; 21(1): 771, 2020 Nov 09.

Article en En | MEDLINE | ID: mdl-33167865

Asunto(s)

Pollos; Herencia Multifactorial; Animales; Teorema de Bayes; Peso Corporal; Pollos/genética; Redes Neurales de la Computación; Tamaño de la Muestra

Palabras clave

And multilayer perceptron; Body weight; Broilers; Deep neural networks; Genome-enabled prediction

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Pollos / Herencia Multifactorial Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Animals Idioma: En Revista: BMC Genomics Asunto de la revista: GENETICA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google