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Career

· Research Scientist, Google

Publications (109)

A review of deep learning applications for genomic selection
BMC Genomics · 2021
255
cited
Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits
G3: Genes, Genomes, Genetics · 2018
137
cited
Predicting grain yield using canopy hyperspectral reflectance in wheat breeding data
Plant Methods · 2017
137
cited
Multi-environment Genomic Prediction of Plant Traits Using Deep Learners With Dense Architecture
G3: Genes, Genomes, Genetics · 2018
135
cited
The Modern Plant Breeding Triangle: Optimizing the Use of Genomics, Phenomics, and Enviromics Data
Frontiers in Plant Science · 2021
135
cited
A Genomic Bayesian Multi-trait and Multi-environment Model
G3: Genes, Genomes, Genetics · 2016
130
cited
A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding
G3: Genes, Genomes, Genetics · 2018
111
cited
New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes
G3: Genes, Genomes, Genetics · 2019
74
cited
Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials
G3: Genes, Genomes, Genetics · 2019
71
cited
Genomic Bayesian functional regression models with interactions for predicting wheat grain yield using hyper-spectral image data
Plant Methods · 2017
60
cited
Phenomic selection and prediction of maize grain yield from near‐infrared reflectance spectroscopy of kernels
The Plant Phenome Journal · 2020
57
cited
Multi-Trait, Multi-Environment Genomic Prediction of Durum Wheat With Genomic Best Linear Unbiased Predictor and Deep Learning Methods
Frontiers in Plant Science · 2019
55
cited
Threshold Models for Genome-Enabled Prediction of Ordinal Categorical Traits in Plant Breeding
G3: Genes, Genomes, Genetics · 2014
52
cited
Machine learning algorithms translate big data into predictive breeding accuracy.
Trends in Plant Science · 2024
38
cited
An R Package for Bayesian Analysis of Multi-environment and Multi-trait Multi-environment Data for Genome-Based Prediction
G3: Genes, Genomes, Genetics · 2019
37
cited
Genome‐based prediction of multiple wheat quality traits in multiple years
The Plant Genome · 2020
34
cited
A Bayesian Genomic Multi-output Regressor Stacking Model for Predicting Multi-trait Multi-environment Plant Breeding Data
G3: Genes, Genomes, Genetics · 2019
33
cited
Genomic-Enabled Prediction of Ordinal Data with Bayesian Logistic Ordinal Regression
G3: Genes, Genomes, Genetics · 2015
33
cited
Genomic Bayesian Prediction Model for Count Data with Genotype × Environment Interaction
G3: Genes, Genomes, Genetics · 2015
28
cited
A guide for kernel generalized regression methods for genomic-enabled prediction
Heredity · 2021
27
cited
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Abelardo Lopez | Researcher Profile | Sotabase | Sotabase