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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: crespo herrera l. 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: crespo herrera l. 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.
Wheat genetic resources have avoided disease pandemics, improved food security, and reduced environmental footprints: A review of historical impacts and future opportunities.
King J, Dreisigacker S, Reynolds M, Bandyopadhyay A, Braun HJ, Crespo-Herrera L, Crossa J, Govindan V, Huerta J, Ibba MI, Robles-Zazueta CA, Saint Pierre C, Singh PK, Singh RP, Achary VMM, Bhavani S, Blasch G, Cheng S, Dempewolf H, Flavell RB, Gerard G, Grewal S, Griffiths S, Hawkesford M, He X, Hearne S, Hodson D, Howell P, Jalal Kamali MR, Karwat H, Kilian B, King IP, Kishii M, Kommerell VM, Lagudah E, Lan C, Montesinos-Lopez OA, Nicholson P, Pérez-Rodríguez P, Pinto F, Pixley K, Rebetzke G, Rivera-Amado C, Sansaloni C, Schulthess U, Sharma S, Shewry P, Subbarao G, Tiwari TP, Trethowan R, Uauy C. King J, et al. Among authors: crespo herrera l. Glob Chang Biol. 2024 Aug;30(8):e17440. doi: 10.1111/gcb.17440. Glob Chang Biol. 2024. PMID: 39185562 Review.
The CIMMYT Australia ICARDA Germplasm Evaluation concept: a model for international cooperation and impact.
Trethowan RM, Nicol JM, Singh A, Singh RP, Tadesse W, Govidan V, Crespo-Herrera L, Cullis B, Mazur L, Dieters M, Micallef S, Farrell T, Wilson R, Mathews K. Trethowan RM, et al. Among authors: crespo herrera l. Front Plant Sci. 2024 Jul 30;15:1435837. doi: 10.3389/fpls.2024.1435837. eCollection 2024. Front Plant Sci. 2024. PMID: 39139719 Free PMC article.
Author Correction: Enhanced radiation use efficiency and grain filling rate as the main drivers of grain yield genetic gains in the CIMMYT elite spring wheat yield trial.
Gerard G, Mondal S, Piñera-Chávez F, Rivera-Amado C, Molero G, Crossa J, Huerta-Espino J, Velu G, Braun H, Singh R, Crespo-Herrera L. Gerard G, et al. Among authors: crespo herrera l. Sci Rep. 2024 Jul 30;14(1):17526. doi: 10.1038/s41598-024-67938-2. Sci Rep. 2024. PMID: 39079986 Free PMC article. No abstract available.
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: crespo herrera l. 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: crespo herrera l. Genes (Basel). 2024 Mar 27;15(4):417. doi: 10.3390/genes15040417. Genes (Basel). 2024. PMID: 38674352 Free PMC article.
55 results