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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...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:G3 (Bethesda)
Main Authors: Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Gianola, Daniel, Hernández-Suárez, Carlos M., Martín-Vallejo, Javier
פורמט: Artigo
שפה:Inglês
יצא לאור: Genetics Society of America 2018
נושאים:
גישה מקוונת: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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