Gustavo de Los Campos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Machine Learning

Dna Methylation

Genome Wide Association Study

Top Venues

G3 (Bethesda, Md.)

Nature communications

European journal of human genetics : EJHG

This page only lists publications with an associated author ORCID identifier.

Publications

Marco Lopez-Cruz, Paulino Pérez-Rodríguez, Gustavo de Los Campos
A fast algorithm to factorize high-dimensional tensor product matrices used in genetic models. G3 (Bethesda, Md.) 14 (3) (2024)
Marco Lopez-Cruz, Paulino Pérez-Rodríguez, Gustavo de Los Campos
A fast algorithm to factorize high-dimensional Tensor Product matrices used in Genetic Models. G3 (Bethesda, Md.) (2024)
Marco Lopez-Cruz, Paulino Pérez-Rodríguez, Gustavo de Los Campos
A fast algorithm to factorize high-dimensional tensor product matrices used in genetic models. G3 (Bethesda, Md.) 14 (3) (2024)
Marco Lopez-Cruz, Paulino Pérez-Rodríguez, Gustavo de Los Campos
A fast algorithm to factorize high-dimensional tensor product matrices used in genetic models. G3 (Bethesda, Md.) 14 (3) (2024)
Marco Lopez-Cruz, Paulino Pérez-Rodríguez, Gustavo de Los Campos
A fast algorithm to factorize high-dimensional tensor product matrices used in genetic models. G3 (Bethesda, Md.) 14 (3) (2024)
Marco Lopez-Cruz, Fernando M Aguate, Jacob D Washburn, Natalia de Leon, Shawn M Kaeppler, Dayane Cristina Lima, Ruijuan Tan, Addie M Thompson, Laurence Willard De La Bretonne, Gustavo de Los Campos
Leveraging data from the Genomes-to-Fields Initiative to investigate genotype-by-environment interactions in maize in North America. Nature communications 14 (1) (2023)
Gustavo de Los Campos, Alexander Grueneberg, Scott Funkhouser, Paulino Pérez-Rodríguez, Anirban Samaddar
Fine mapping and accurate prediction of complex traits using Bayesian Variable Selection models applied to biobank-size data. European journal of human genetics : EJHG (2022)
Alexa S Lupi, Nicholas A Sumpter, Megan P Leask, Justin Martin O'Sullivan, Tayaza Fadason, Gustavo de Los Campos, Tony Raymond Merriman, Richard J Reynolds, Ana I Vazquez
Local genetic covariance between serum urate and kidney function estimated with Bayesian multitrait models. G3 (Bethesda, Md.) 12 (9) (2022)
Lisaura Maldonado-Pereira, Carlo Barnaba, Gustavo de Los Campos, Ilce Gabriela Medina-Meza
Evaluation of the nutritional quality of ultra-processed foods (ready to eat + fast food): Fatty acids, sugar, and sodium. Journal of food science 87 (8) (2022)
Paulino Pérez-Rodríguez, Gustavo de Los Campos
Multitrait Bayesian shrinkage and variable selection models with the BGLR-R package. Genetics 222 (1) (2022)
Fernando M Aguate, Ana I Vazquez, Tony Raymond Merriman, Gustavo de Los Campos
Mapping pleiotropic loci using a fast-sequential testing algorithm. European journal of human genetics : EJHG 29 (12) (2021)
Gustavo de Los Campos, Paulino Pérez-Rodríguez, Matthieu Bogard, David Gouache, José Crosa
Author Correction: A data-driven simulation platform to predict cultivars' performances under uncertain weather conditions. Nature communications 12 (1) (2021)
Gustavo de Los Campos, Paulino Pérez-Rodríguez, Matthieu Bogard, David Gouache, José Crosa
A data-driven simulation platform to predict cultivars' performances under uncertain weather conditions. Nature communications 11 (1) (2020)
Filipe Couto Alves, Kelly M Balmant, Marcio Fernando Ribeiro de Resende Júnior, Matias Kirst, Gustavo de Los Campos
Accelerating forest tree breeding by integrating genomic selection and greenhouse phenotyping. The plant genome 13 (3) (2020)
Scott A Funkhouser, Ana I Vazquez, Juan P Steibel, Catherine W Ernst, Gustavo de Los Campos
Deciphering Sex-Specific Genetic Architectures Using Local Bayesian Regressions. Genetics 215 (1) (2020)
Gustavo de Los Campos, Torsten Pook, Agustin Gonzalez-Reymundez, Henner Simianer, George I Mias, Ana I Vazquez
ANOVA-HD: Analysis of variance when both input and output layers are high-dimensional. PloS one 15 (12) (2020)
Matías F Schrauf, Johannes W R Martini, Henner Simianer, Gustavo de Los Campos, Rodolfo Juan Carlos Cantet, Jan Freudenthal, Arthur Korte, Sebastián Munilla
Phantom Epistasis in Genomic Selection: On the Predictive Ability of Epistatic Models. G3 (Bethesda, Md.) 10 (9) (2020)
Yogasudha Veturi, Gustavo de Los Campos, Nengjun Yi, Wen Huang, Ana I Vazquez, Brigitte Kühnel
Modeling Heterogeneity in the Genetic Architecture of Ethnically Diverse Groups Using Random Effect Interaction Models. Genetics 211 (4) (2019)
Zhi Xiong, Qingrun Zhang, Alexander Platt, Wenyuan Liao, Xing-Hua Shi, Gustavo de Los Campos, Quan Long
OCMA: Fast, Memory-Efficient Factorization of Prohibitively Large Relationship Matrices. G3 (Bethesda, Md.) 9 (1) (2019)
Christina B Azodi, Jeremy Pardo, Robert VanBuren, Gustavo de Los Campos, Shin-Han Shiu
Transcriptome-Based Prediction of Complex Traits in Maize. The Plant cell 32 (1) (2019)
Alexander Grueneberg, Gustavo de Los Campos
BGData - A Suite of R Packages for Genomic Analysis with Big Data. G3 (Bethesda, Md.) 9 (5) (2019)
Christina B Azodi, Emily Bolger, Andrew McCarren, Mark Roantree, Gustavo de Los Campos, Shin-Han Shiu
Benchmarking Parametric and Machine Learning Models for Genomic Prediction of Complex Traits. G3 (Bethesda, Md.) 9 (11) (2019)
Torsten Pook, Martin Schlather, Gustavo de Los Campos, Manfred Mayer, Chris Carolin Schoen, Henner Simianer
HaploBlocker: Creation of Subgroup-Specific Haplotype Blocks and Libraries. Genetics 212 (4) (2019)
Yeni L Bernal Rubio, Agustin González-Reymúndez, Kuan-Han H Wu, Corinne E Griguer, Juan P Steibel, Gustavo de Los Campos, Andrea I Doseff, Kathleen A Gallo, Ana I Vazquez
Whole-Genome Multi-omic Study of Survival in Patients with Glioblastoma Multiforme. G3 (Bethesda, Md.) 8 (11) (2018)
Louis Lello, Steven G Avery, Laurent Tellier, Ana I Vazquez, Gustavo de Los Campos, Stephen D H Hsu
Accurate Genomic Prediction of Human Height. Genetics 210 (2) (2018)
Pau Bellot, Gustavo de Los Campos, Miguel Pérez-Enciso
Can Deep Learning Improve Genomic Prediction of Complex Human Traits? Genetics 210 (3) (2018)
Hwasoon Kim, Alexander Grueneberg, Ana I Vazquez, Stephen Hsu, Gustavo de Los Campos
Will Big Data Close the Missing Heritability Gap? Genetics 207 (3) (2017)