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Data Augmentation Enhances Plant-Genomic-Enabled Predictions.
Montesinos-López OA, Solis-Camacho MA, Crespo-Herrera L, Saint Pierre C, Huerta Prado GI, Ramos-Pulido S, Al-Nowibet K, Fritsche-Neto R, Gerard G, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: montesinos lopez a. Genes (Basel). 2024 Feb 24;15(3):286. doi: 10.3390/genes15030286. Genes (Basel). 2024. PMID: 38540344 Free PMC article.
Deep learning methods improve genomic prediction of wheat breeding.
Montesinos-López A, Crespo-Herrera L, Dreisigacker S, Gerard G, Vitale P, Saint Pierre C, Govindan V, Tarekegn ZT, Flores MC, Pérez-Rodríguez P, Ramos-Pulido S, Lillemo M, Li H, Montesinos-López OA, Crossa J. Montesinos-López A, et al. Front Plant Sci. 2024 Mar 4;15:1324090. doi: 10.3389/fpls.2024.1324090. eCollection 2024. Front Plant Sci. 2024. PMID: 38504889 Free PMC article.
Bayesian discrete lognormal regression model for genomic prediction.
Montesinos-López A, Gutiérrez-Pulido H, Ramos-Pulido S, Montesinos-López JC, Montesinos-López OA, Crossa J. Montesinos-López A, et al. Theor Appl Genet. 2024 Jan 14;137(1):21. doi: 10.1007/s00122-023-04526-4. Theor Appl Genet. 2024. PMID: 38221602
A marker weighting approach for enhancing within-family accuracy in genomic prediction.
Montesinos-López OA, Crespo-Herrera L, Xavier A, Godwa M, Beyene Y, Pierre CS, de la Rosa-Santamaria R, Salinas-Ruiz J, Gerard G, Vitale P, Dreisigacker S, Lillemo M, Grignola F, Sarinelli M, Pozzo E, Quiroga M, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: montesinos lopez a. G3 (Bethesda). 2024 Feb 7;14(2):jkad278. doi: 10.1093/g3journal/jkad278. G3 (Bethesda). 2024. PMID: 38079160 Free PMC article.
Multivariate Genomic Hybrid Prediction with Kernels and Parental Information.
Montesinos-López OA, Crossa J, Saint Pierre C, Gerard G, Valenzo-Jiménez MA, Vitale P, Valladares-Cellis PE, Buenrostro-Mariscal R, Montesinos-López A, Crespo-Herrera L. Montesinos-López OA, et al. Among authors: montesinos lopez a. Int J Mol Sci. 2023 Sep 7;24(18):13799. doi: 10.3390/ijms241813799. Int J Mol Sci. 2023. PMID: 37762107 Free PMC article.
A novel method for genomic-enabled prediction of cultivars in new environments.
Montesinos-López OA, Ramos-Pulido S, Hernández-Suárez CM, Mosqueda González BA, Valladares-Anguiano FA, Vitale P, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: montesinos lopez a. Front Plant Sci. 2023 Jul 25;14:1218151. doi: 10.3389/fpls.2023.1218151. eCollection 2023. Front Plant Sci. 2023. PMID: 37564390 Free PMC article.
Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy?
Montesinos-López OA, Crespo-Herrera L, Saint Pierre C, Bentley AR, de la Rosa-Santamaria R, Ascencio-Laguna JA, Agbona A, Gerard GS, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: montesinos lopez a. Front Genet. 2023 Jul 24;14:1209275. doi: 10.3389/fgene.2023.1209275. eCollection 2023. Front Genet. 2023. PMID: 37554404 Free PMC article.
Efficacy of plant breeding using genomic information.
Montesinos-López OA, Bentley AR, Saint Pierre C, Crespo-Herrera L, Rebollar-Ruellas L, Valladares-Celis PE, Lillemo M, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: montesinos lopez a. Plant Genome. 2023 Jun;16(2):e20346. doi: 10.1002/tpg2.20346. Epub 2023 May 4. Plant Genome. 2023. PMID: 37139645 Free article.
64 results