A New Deep Learning Calibration Method Enhances Genome-Based Prediction of Continuous Crop Traits

Genomic selection (GS) has the potential to revolutionize predictive plant breeding. A reference population is phenotyped and genotyped to train a statistical model that is used to perform genome-enabled predictions of new individuals that were only genotyped. In this vein, deep neural networks, are...

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Detalles Bibliográficos
Autores principales: Montesinos-López, Osval A., Montesinos-López, Abelardo, Mosqueda-González, Brandon A., Bentley, Alison R., Lillemo, Morten, Varshney, Rajeev K., Crossa, José
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8718701/
https://www.ncbi.nlm.nih.gov/pubmed/34976026
http://dx.doi.org/10.3389/fgene.2021.798840

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8718701/
https://www.ncbi.nlm.nih.gov/pubmed/34976026
http://dx.doi.org/10.3389/fgene.2021.798840

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