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Osval Antonio Montesinos-López
Osval Antonio Montesinos-López
Unknown affiliation
Verified email at ucol.mx
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Year
Genomic selection in plant breeding: methods, models, and perspectives
J Crossa, P Pérez-Rodríguez, J Cuevas, O Montesinos-López, D Jarquín, ...
Trends in plant science 22 (11), 961-975, 2017
7992017
Improving grain yield, stress resilience and quality of bread wheat using large-scale genomics
P Juliana, J Poland, J Huerta-Espino, S Shrestha, J Crossa, ...
Nature genetics 51 (10), 1530-1539, 2019
1452019
Bayesian Genomic Prediction with Genotype × Environment Interaction Kernel Models
J Cuevas, J Crossa, OA Montesinos-López, J Burgueño, ...
G3: Genes, Genomes, Genetics 7 (1), 41-53, 2017
1232017
Modelos matemáticos para enfermedades infecciosas
OA Montesinos-López, CM Hernández-Suárez
Salud pública de México 49 (3), 218-226, 2007
1142007
Predicting grain yield using canopy hyperspectral reflectance in wheat breeding data
OA Montesinos-López, A Montesinos-López, J Crossa, G de Los Campos, ...
Plant methods 13 (1), 1-23, 2017
1062017
Genomic prediction of genotype× environment interaction kernel regression models
J Cuevas, J Crossa, V Soberanis, S Pérez‐Elizalde, P Pérez‐Rodríguez, ...
The plant genome 9 (3), plantgenome2016.03.0024, 2016
1042016
A genomic Bayesian multi-trait and multi-environment model
OA Montesinos-López, A Montesinos-López, J Crossa, FH Toledo, ...
G3: Genes, Genomes, Genetics 6 (9), 2725-2744, 2016
952016
Multi-environment genomic prediction of plant traits using deep learners with dense architecture
A Montesinos-López, OA Montesinos-López, D Gianola, J Crossa, ...
G3: Genes, Genomes, Genetics 8 (12), 3813-3828, 2018
902018
Multi-trait, multi-environment deep learning modeling for genomic-enabled prediction of plant traits
OA Montesinos-López, A Montesinos-López, J Crossa, D Gianola, ...
G3: Genes, genomes, genetics 8 (12), 3829-3840, 2018
882018
A benchmarking between deep learning, support vector machine and Bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding
OA Montesinos-López, J Martín-Vallejo, J Crossa, D Gianola, ...
G3: Genes, Genomes, Genetics 9 (2), 601-618, 2019
722019
Integrating genomic-enabled prediction and high-throughput phenotyping in breeding for climate-resilient bread wheat
P Juliana, OA Montesinos-López, J Crossa, S Mondal, L González Pérez, ...
Theoretical and Applied Genetics 132 (1), 177-194, 2019
712019
Hyperspectral reflectance-derived relationship matrices for genomic prediction of grain yield in wheat
MR Krause, L González-Pérez, J Crossa, P Pérez-Rodríguez, ...
G3: Genes, Genomes, Genetics 9 (4), 1231-1247, 2019
702019
A review of deep learning applications for genomic selection
OA Montesinos-López, A Montesinos-López, P Pérez-Rodríguez, ...
BMC genomics 22 (1), 1-23, 2021
602021
Prospects and challenges of applied genomic selection—a new paradigm in breeding for grain yield in bread wheat
P Juliana, RP Singh, J Poland, S Mondal, J Crossa, ...
The plant genome 11 (3), 180017, 2018
582018
New deep learning genomic-based prediction model for multiple traits with binary, ordinal, and continuous phenotypes
OA Montesinos-López, J Martín-Vallejo, J Crossa, D Gianola, ...
G3: Genes, genomes, genetics 9 (5), 1545-1556, 2019
562019
An IoT system for remote health monitoring in elderly adults through a wearable device and mobile application
LA Durán-Vega, PC Santana-Mancilla, R Buenrostro-Mariscal, ...
Geriatrics 4 (2), 34, 2019
512019
Deep kernel for genomic and near infrared predictions in multi-environment breeding trials
J Cuevas, O Montesinos-López, P Juliana, C Guzmán, ...
G3: Genes, Genomes, Genetics 9 (9), 2913-2924, 2019
502019
Deep kernel and deep learning for genome-based prediction of single traits in multienvironment breeding trials
J Crossa, JWR Martini, D Gianola, P Pérez-Rodríguez, D Jarquin, ...
Frontiers in genetics 10, 1168, 2019
482019
Genomic-enabled prediction kernel models with random intercepts for multi-environment trials
J Cuevas, I Granato, R Fritsche-Neto, OA Montesinos-Lopez, J Burgueño, ...
G3: Genes, Genomes, Genetics 8 (4), 1347-1365, 2018
462018
Threshold models for genome-enabled prediction of ordinal categorical traits in plant breeding
OA Montesinos-López, A Montesinos-López, P Pérez-Rodríguez, ...
G3: Genes, Genomes, Genetics 5 (2), 291-300, 2015
452015
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