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Frontiers in Genetics|May 14, 2025
Artificial intelligence meets genomic selection: comparing deep learning and GBLUP across diverse plant datasetsAbelardo Montesinos-López, Osval A Montesinos-López, Sofia Ramos-Pulido, et al.Briefings in Bioinformatics|August 15, 2025
EXGEP: a framework for predicting genotype-by-environment interactions using ensembles of explainable machine-learning modelsTingxi Yu, Hao Zhang, Shoukun Chen, et al.Nature Communications|February 20, 2026
Nonlinear genomic selection index accelerates multi-trait crop improvementJ Jesús Cerón-Rojas, Osval A Montesinos-López, Abelardo Montesinos-López, et al.G3 (Bethesda, Md.)|April 2, 2017
A Bayesian Poisson-lognormal Model for Count Data for Multiple-Trait Multiple-Environment Genomic-Enabled PredictionOsval A Montesinos-López, Abelardo Montesinos-López, José Crossa, et al.G3 (Bethesda, Md.)|February 28, 2016
Genomic Bayesian Prediction Model for Count Data with Genotype × Environment InteractionAbelardo Montesinos-López, Osval A Montesinos-López, José Crossa, et al.Genes|August 29, 2024
Optimizing Genomic Parental Selection for Categorical and Continuous-Categorical Multi-Trait MixturesBartolo de Jesús Villar-Hernández, Paulino Pérez-Rodríguez, Paolo Vitale, et al.Genes|August 29, 2024
A Penalized Regression Method for Genomic Prediction Reduces Mismatch between Training and Testing SetsOsval A Montesinos-López, Cristian Daniel Pulido-Carrillo, Abelardo Montesinos-López, et al.TAG. Theoretical and Applied Genetics. Theoretische Und Angewandte Genetik|January 3, 2021
Genetic dissection of Striga hermonthica (Del.) Benth. resistance via genome-wide association and genomic prediction in tropical maize germplasmManje Gowda, Dan Makumbi, Biswanath Das, et al.G3 (Bethesda, Md.)|March 4, 2023
Multimodal deep learning methods enhance genomic prediction of wheat breedingAbelardo Montesinos-López, Carolina Rivera, Francisco Pinto, et al.G3 (Bethesda, Md.)|August 21, 2019
A Bayesian Genomic Multi-output Regressor Stacking Model for Predicting Multi-trait Multi-environment Plant Breeding DataOsval A Montesinos-López, Abelardo Montesinos-López, José Crossa, et al.Pageof 13