Montesinos-López, Osval

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives

Crossa, J., Pérez-Rodríguez, P., Cuevas, J., Montesinos-López, O., Jarquín, D., de los Campos, G., Burgueño, J., González-Camacho, J. M., Pérez-Elizalde, S., Beyene, Y., et al. (2017) · Trends in Plant Science

Genetic and phenotypic traits in livestockGenetic Mapping and Diversity in Plants and Animals

Cited by 1,839

A review of deep learning applications for genomic selection

Montesinos-López, O. A., Montesinos-López, A., Pérez-Rodríguez, P., Barrón-López, J. A., Martini, J. W. R., Fajardo-Flores, S. B., Gaytan-Lugo, L. S., Santana-Mancilla, P. C., & Crossa, J. (2021) · BMC Genomics

Genetic and phenotypic traits in livestockGenetic Mapping and Diversity in Plants and Animals

Cited by 361

Bayesian Genomic Prediction with Genotype × Environment Interaction Kernel Models

Cuevas, J., Crossa, J., Montesinos-López, O. A., Burgueño, J., Pérez-Rodríguez, P., & de los Campos, G. (2017) · G3 Genes Genomes Genetics

Genetic and phenotypic traits in livestockGenetics and Plant Breeding

Cited by 157

Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials

Cuevas, J., Montesinos-López, O., Juliana, P., Guzmán, C., Pérez-Rodríguez, P., González-Bucio, J., Burgueño, J., Montesinos-López, A., & Crossa, J. (2019) · G3 Genes|Genomes|Genetics

Genetic and phenotypic traits in livestockGenetic Mapping and Diversity in Plants and Animals

Cited by 97

Genomic Bayesian functional regression models with interactions for predicting wheat grain yield using hyper-spectral image data

Montesinos-López, A., Montesinos-López, O. A., Cuevas, J., Mata-López, W. A., Burgueño, J., Mondal, S., Huerta, J., Singh, R., Autrique, E., González-Pérez, L., et al. (2017) · Plant Methods

Spectroscopy and Chemometric AnalysesRemote Sensing in Agriculture

Cited by 86

Deep Kernel and Deep Learning for Genome-Based Prediction of Single Traits in Multienvironment Breeding Trials

Crossa, J., Martini, J. W. R., Gianola, D., Pérez-Rodríguez, P., Jarquin, D., Juliana, P., Montesinos-López, O., & Cuevas, J. (2019) · Frontiers in Genetics

Genetic and phenotypic traits in livestockGenetics and Plant Breeding

Cited by 79

A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding

Montesinos-López, O. A., Chavira-Flores, M., Kiasmiantini, Crespo-Herrera, L., Saint Piere, C., Li, H., Fritsche-Neto, R., Al-Nowibet, K., Montesinos-López, A., & Crossa, J. (2024) · GENETICS

Genetic and phenotypic traits in livestockGenetic Mapping and Diversity in Plants and Animals

Cited by 47

Multimodal deep learning methods enhance genomic prediction of wheat breeding

Montesinos-López, A., Rivera, C., Pinto, F., Piñera, F., Gonzalez, D., Reynolds, M., Pérez-Rodríguez, P., Li, H., Montesinos-López, O. A., & Crossa, J. (2023) · G3: Genes, Genomes, Genetics

Genetic and phenotypic traits in livestockWheat and Barley Genetics and Pathology

Cited by 41