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Feature engineering of environmental covariates improves plant genomic-enabled prediction.
Montesinos-López OA, Crespo-Herrera L, Pierre CS, Cano-Paez B, Huerta-Prado GI, Mosqueda-González BA, Ramos-Pulido S, Gerard G, Alnowibet K, Fritsche-Neto R, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: crossa j. Front Plant Sci. 2024 May 15;15:1349569. doi: 10.3389/fpls.2024.1349569. eCollection 2024. Front Plant Sci. 2024. PMID: 38812738 Free PMC article.
Genomic Prediction from Multi-Environment Trials of Wheat Breeding.
García-Barrios G, Crespo-Herrera L, Cruz-Izquierdo S, Vitale P, Sandoval-Islas JS, Gerard GS, Aguilar-Rincón VH, Corona-Torres T, Crossa J, Pacheco-Gil RA. García-Barrios G, et al. Among authors: crossa j. Genes (Basel). 2024 Mar 27;15(4):417. doi: 10.3390/genes15040417. Genes (Basel). 2024. PMID: 38674352 Free PMC article.
Multispectral and thermal infrared data, visual scores for severity of common rust symptoms, and genotypic single nucleotide polymorphism data of three F2-derived biparental doubled-haploid maize populations.
Loladze A, Rodrigues F Jr, Petroli CD, Muñoz-Zavala C, Naranjo S, Vicente FS, Gerard B, Montesinos-Lopez OA, Crossa J, Martini JWR. Loladze A, et al. Among authors: crossa j. Data Brief. 2024 Mar 9;54:110300. doi: 10.1016/j.dib.2024.110300. eCollection 2024 Jun. Data Brief. 2024. PMID: 38586147 Free PMC article.
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: crossa j. 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. Among authors: crossa j. 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.
261 results