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Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits

Multi-trait and multi-environment data are common in animal and plant breeding programs. However, what is lacking are more powerful statistical models that can exploit the correlation between traits to improve prediction accuracy in the context of genomic selection (GS). Multi-trait models are more...

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Dades bibliogràfiques
Publicat a:G3 (Bethesda)
Autors principals: Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Gianola, Daniel, Hernández-Suárez, Carlos M., Martín-Vallejo, Javier
Format: Artigo
Idioma:Inglês
Publicat: Genetics Society of America 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6288830/
https://ncbi.nlm.nih.gov/pubmed/30291108
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1534/g3.118.200728
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