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Osval A. Montesinos-López
Osval A. Montesinos-López
Professor, Facutad de Telemática, Universidad de Colima.
Verified email at ucol.mx - Homepage
Title
Cited by
Cited by
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
13572017
ANALYSIS OF CONSTRUCT VALIDITY AND RELIABILITY OF TWO INSTRUMENTS TO EVALUATE PROFESSIONAL ORIENTED ACTIVITIES.
WA Mata-López, LG Juárez-Hernández, S Tobón, OA Montesinos-López
Revista Española de Orientación y Psicopedagogía (REOP) 32 (2), 2021
3912021
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
2272019
A review of deep learning applications for genomic selection
OA Montesinos-López, A Montesinos-López, P Pérez-Rodríguez, ...
BMC genomics 22, 1-23, 2021
2042021
Multivariate statistical machine learning methods for genomic prediction
OA Montesinos López, A Montesinos López, J Crossa
Springer Nature, 2022
1922022
Fundamentals of artificial neural networks and deep learning
OA Montesinos López, A Montesinos López, J Crossa
Multivariate statistical machine learning methods for genomic prediction …, 2022
1652022
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, 1-23, 2017
1572017
Modelos matemáticos para enfermedades infecciosas
OA Montesinos-López, CM Hernández-Suárez
Salud pública de México 49, 218-226, 2007
1532007
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
1482017
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
1462016
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
1392016
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
1372018
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
1342018
Overfitting, model tuning, and evaluation of prediction performance
OA Montesinos López, A Montesinos López, J Crossa
Multivariate statistical machine learning methods for genomic prediction …, 2022
1332022
The modern plant breeding triangle: optimizing the use of genomics, phenomics, and enviromics data
J Crossa, R Fritsche-Neto, OA Montesinos-Lopez, G Costa-Neto, ...
Frontiers in plant science 12, 651480, 2021
1302021
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
1212019
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
1182019
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
1182019
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, 177-194, 2019
1032019
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
802018
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