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Article
New deep learning genomic-based prediction model for multiple traits with binary, ordinal, and continuous phenotypes
(Genetics Society of America, 2019)
Multiple-trait experiments with mixed phenotypes (binary, ordinal and continuous) are not rare in animal and plant breeding programs. However, there is a lack of statistical models that can exploit the correlation between ...
Article
Genomic-enabled prediction Kernel models with random intercepts for multi-environment trials
(Genetics Society of America, 2018)
In this study, we compared the prediction accuracy of the main genotypic effect model (MM) without G×E interactions, the multi-environment single variance G×E deviation model (MDs), and the multienvironment environment-specific ...
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Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy?
(Frontiers Media S.A., 2023)
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Article
Efficacy of plant breeding using genomic information
(John Wiley and Sons Inc, 2023)
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Envirome-wide associations enhance multi-year genome-based prediction of historical wheat breeding data
(Genetics Society of America, 2023)
Article
Genomics combined with UAS data enhances prediction of grain yield in winter wheat
(Frontiers Media, 2023)