Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library

por Montesinos López, Osval A., Mosqueda González, Brandon Alejandro, Montesinos López, Abelardo, Crossa, José
Publicado 2023

A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction

por Montesinos López, Osval Antonio, Mosqueda González, Brandon Alejandro, Palafox González, Abel, Montesinos López, Abelardo, Crossa, José
Publicado 2022

A New Deep Learning Calibration Method Enhances Genome-Based Prediction of Continuous Crop Traits

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Mosqueda-González, Brandon A., Bentley, Alison R., Lillemo, Morten, Varshney, Rajeev K., Crossa, José
Publicado 2021

Multi-trait genome prediction of new environments with partial least squares

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Bernal Sandoval, David Alejandro, Mosqueda-Gonzalez, Brandon Alejandro, Valenzo-Jiménez, Marco Alberto, Crossa, José
Publicado 2022

Anti-Müllerian hormone levels are associated with skeletal maturity in adolescent girls in the Fels Longitudinal Study

por Ford, McKenzie L, Choh, Audrey C, Gonzalez, Brandon, Lindheim, Steven R, Stanczyk, Frank Z, McGinnis, Lynda K, Czerwinski, Stefan A, Lee, Miryoung
Publicado 2023

A novel method for genomic-enabled prediction of cultivars in new environments

por Montesinos-López, Osval A., Ramos-Pulido, Sofia, Hernández-Suárez, Carlos Moisés, Mosqueda González, Brandon Alejandro, Valladares-Anguiano, Felícitas Alejandra, Vitale, Paolo, Montesinos-López, Abelardo, Crossa, José
Publicado 2023

A zero altered Poisson random forest model for genomic-enabled prediction

por Montesinos-López, Osval Antonio, Montesinos-López, Abelardo, Mosqueda-Gonzalez, Brandon A, Montesinos-López, José Cricelio, Crossa, José, Ramirez, Nerida Lozano, Singh, Pawan, Valladares-Anguiano, Felícitas Alejandra
Publicado 2020

Optimizing Sparse Testing for Genomic Prediction of Plant Breeding Crops

por Montesinos-López, Osval A., Saint Pierre, Carolina, Gezan, Salvador A., Bentley, Alison R., Mosqueda-González, Brandon A., Montesinos-López, Abelardo, van Eeuwijk, Fred, Beyene, Yoseph, Gowda, Manje, Gardner, Keith, Gerard, Guillermo S., Crespo-Herrera, Leonardo, Crossa, José
Publicado 2023