Deep learning and genomic best linear unbiased prediction integration: An approach to identify potential nonlinear genetic relationships between traits

Deep learning and genomic best linear unbiased prediction integration: An approach to identify potential nonlinear genetic relationships between traits

ABSTRACT: Genomic prediction (GP) aims to predict the breeding values of multiple complex traits, usually assumed to be multivariate normally distributed by the largely used statistical methods, thus imposing linear genetic relationships between traits. Although these methods are valuable for GP, th...

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Bibliographic Details
Main Authors: F. Shokor, P. Croiseau, H. Gangloff, R. Saintilan, T. Tribout, T. Mary-Huard, B.C.D. Cuyabano
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Journal of Dairy Science
Subjects:
machine learning
GBLUP
multitrait models
genetic evaluation
genetic relationship
Online Access:http://www.sciencedirect.com/science/article/pii/S0022030225002607
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