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A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding.
Montesinos-López OA, Chavira-Flores M, Kiasmiantini, Crespo-Herrera L, Saint Piere C, Li H, Fritsche-Neto R, Al-Nowibet K, Montesinos-López A, Crossa J. Montesinos-López OA, et al. Among authors: fritsche neto r. Genetics. 2024 Nov 5;228(4):iyae161. doi: 10.1093/genetics/iyae161. Online ahead of print. Genetics. 2024. PMID: 39499217 Free PMC article.
Machine learning algorithms translate big data into predictive breeding accuracy.
Crossa J, Montesinos-Lopez OA, Costa-Neto G, Vitale P, Martini JWR, Runcie D, Fritsche-Neto R, Montesinos-Lopez A, Pérez-Rodríguez P, Gerard G, Dreisigacker S, Crespo-Herrera L, Pierre CS, Lillemo M, Cuevas J, Bentley A, Ortiz R. Crossa J, et al. Among authors: fritsche neto r. Trends Plant Sci. 2024 Oct 26:S1360-1385(24)00259-0. doi: 10.1016/j.tplants.2024.09.011. Online ahead of print. Trends Plant Sci. 2024. PMID: 39462718 Free article. Review.
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: fritsche neto r. 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.
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: fritsche neto r. Genes (Basel). 2024 Feb 24;15(3):286. doi: 10.3390/genes15030286. Genes (Basel). 2024. PMID: 38540344 Free PMC article.
Construction and genetic characterization of an interspecific raspberry hybrids panel aiming resistance to late leaf rust and adaptation to tropical regions.
Campos GR, Prado M, Reis Borges KL, Yassue RM, Sabadin F, da Silva AV, Morais de Alcântara Barbosa C, Bellato Sposito M, Amorim L, Fritsche-Neto R. Campos GR, et al. Among authors: fritsche neto r. Sci Rep. 2023 Sep 14;13(1):15216. doi: 10.1038/s41598-023-41728-8. Sci Rep. 2023. PMID: 37709795 Free PMC article.
52 results