Exploring Deep Learning for Complex Trait Genomic Prediction in Polyploid Outcrossing Species

Genomic prediction (GP) is the procedure whereby the genetic merits of untested candidates are predicted using genome wide marker information. Although numerous examples of GP exist in plants and animals, applications to polyploid organisms are still scarce, partly due to limited genome resources an...

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Detalles Bibliográficos
Publicado en:Front Plant Sci
Autores principales: Zingaretti, Laura M., Gezan, Salvador Alejandro, Ferrão, Luis Felipe V., Osorio, Luis F., Monfort, Amparo, Muñoz, Patricio R., Whitaker, Vance M., Pérez-Enciso, Miguel
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2020
Materias:
Plant Science
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7015897/
https://ncbi.nlm.nih.gov/pubmed/32117371
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2020.00025
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