Johannes W. R. Martini

Genomic Prediction Enhanced Sparse Testing for Multi-environment Trials

Diego Jarquín, Réka Howard, José Crossa et al. · G3 Genes Genomes Genetics · 2020 · 125 citations · Full text

Epistasis and covariance: how gene interaction translates into genomic relationship

Johannes W. R. Martini, Valentin Wimmer, Malena Erbe et al. · Theoretical and Applied Genetics · 2016 · 96 citations

Gene Interaction, Genetics, Evolutionary Biology +8

Integrating Gene Expression Data Into Genomic Prediction

Zhengcao Li, Ning Gao, Johannes W. R. Martini et al. · Frontiers in Genetics · 2019 · 86 citations · Full text

Deep Kernel and Deep Learning for Genome-Based Prediction of Single Traits in Multienvironment Breeding Trials

José Crossa, Johannes W. R. Martini, Daniel Gianola et al. · Frontiers in Genetics · 2019 · 83 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Genomic prediction with epistasis models: on the marker-coding-dependent performance of the extended GBLUP and properties of the categorical epistasis model (CE)

Johannes W. R. Martini, Ning Gao, Diércles F. Cardoso et al. · BMC Bioinformatics · 2017 · 79 citations · Full text