Research Explorer

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Researcher

Steven Maenhout

Publications & Research Data

Awards & Distinctions

25 Results

2025

Genetic and phenotypic diversity of European triticale : GWAS of yellow rust resistance and agronomic traits

Riccardo ZustoviSelma SchurackMiroslav ValarikJuliane Gris RuedaMilan MirosavljevićVesna ŽupunskiHermann BuerstmayrMałgorzata NiewińskaJakub JuračkaSofie Landschoot et al.

A1 Journal Article in PLANT BREEDING

Image-based yield prediction for tall fescue using random forests and convolutional neural networks

Sarah GhyselsBernard De BaetsDirk ReheulSteven Maenhout

A1 Journal Article in FRONTIERS IN PLANT SCIENCE

Nitrogen fixation of four annual legume species in mixed intercropping versus pure stand in a maritime climate

Els HeyrmanKate BuckeridgeAdnan ŠišićRobin WarrenTakashi TanakaSusanne VogelgsangGreet VerlindenKevin DewitteSteven MaenhoutSteven Sleutel

2024

Cereal-legume intercropping : a smart review using topic modelling

Sofie LandschootRiccardo ZustoviKevin DewitteNicola P. RandallSteven MaenhoutGeert Haesaert

A1 Journal Article in FRONTIERS IN PLANT SCIENCE

Genome-wide association study for in vitro digestibility and related traits in triticale forage

Anneleen De ZutterMaria Chiara PiroSteven MaenhoutHans Peter MaurerJohan De BoeverHilde MuylleIsabel Roldan-RuizGeert Haesaert

A1 Journal Article in BMC PLANT BIOLOGY

Harnessing monocrop breeding strategies for intercrops

Reena DubeyRiccardo ZustoviSofie LandschootKevin DewitteGreet VerlindenGeert HaesaertSteven Maenhout

A1 Journal Article in FRONTIERS IN PLANT SCIENCE

Image-based yield prediction for tall fescue using random forests and convolutional neural networks

Sarah GhyselsSteven MaenhoutReena DubeyMichaël GoethalsPieter De WagterFranky Van PeteghemDirk ReheulMargot Van RysselbergheKevin Dewitte

Intercropping indices evaluation on grain legume-small grain cereals mixture : a critical meta-analysis review

Riccardo ZustoviSofie LandschootKevin DewitteGreet VerlindenReena DubeySteven MaenhoutGeert Haesaert

A1 Journal Article in AGRONOMY FOR SUSTAINABLE DEVELOPMENT

2023

Oracle selection provides insight into how far off practice is from Utopia in plant breeding

David VanavermaeteSteven MaenhoutJan FostierBernard De Baets

A1 Journal Article in FRONTIERS IN PLANT SCIENCE

2022

Adaptive scoping : balancing short- and long-term genetic gain in plant breeding

David VanavermaeteJan FostierSteven MaenhoutBernard De Baets

A1 Journal Article in EUPHYTICA

2021

Deep scoping : a breeding strategy to preserve, reintroduce and exploit genetic variation

David VanavermaeteJan FostierSteven MaenhoutBernard De Baets

A1 Journal Article in THEORETICAL AND APPLIED GENETICS

Exploring and exploiting genetic variation for balancing short- and long-term genetic gains in plant breeding

David VanavermaeteBernard De BaetsJan FostierSteven Maenhout

2020

Preservation of genetic variation in a breeding population for long-term genetic gain

David VanavermaeteJan FostierSteven MaenhoutBernard De Baets

A1 Journal Article in G3-GENES GENOMES GENETICS

2016

Needles: toward large-scale genomic prediction with marker-by-environment interaction

Arne De ConinckBernard De BaetsDrosos KourounisFabio VerbosioOlaf SchenkSteven MaenhoutJan Fostier

A1 Journal Article in GENETICS

2015

Including explicit marker-by-environment interaction for large-scale genomic prediction

Arne De ConinckDrosos KourounisFabio VerbosioOlaf SchenkBernard De BaetsSteven MaenhoutJan Fostier

Towards parallel large-scale genomic prediction by coupling sparse and dense matrix algebra

Arne De ConinckDrosos KourounisFabio VerbosioOlaf SchenkBernard De BaetsSteven MaenhoutJan Fostier

2014

A high performance computing approach for genomic prediction

Arne De ConinckJan FostierSteven MaenhoutBernard De Baets

DAIRRy-BLUP: a high-performance computing approach to genomic prediction

Arne De ConinckJan FostierSteven MaenhoutBernard De Baets

A1 Journal Article in GENETICS

2010

Graph-based data selection for the construction of genomic prediction models

Steven MaenhoutBernard De BaetsGeert Haesaert

A1 Journal Article in GENETICS

Marker-based prediction of hybrid maize performance using genetic evaluation data

Steven MaenhoutBernard De BaetsGeert HaesaertErik Van Bockstaele

Prediction of maize single-cross hybrid performance: support vector machine regression versus best linear prediction

Steven MaenhoutBernard De BaetsGeert Haesaert

A1 Journal Article in THEORETICAL AND APPLIED GENETICS

2009

CoCoa: a software tool for estimating the coefficient of coancestry from multilocus genotype data

Steven MaenhoutBernard De BaetsGeert Haesaert

A1 Journal Article in BIOINFORMATICS

Marker-based estimation of the coefficient of coancestry in hybrid breeding programmes

Steven MaenhoutBernard De BaetsGeert Haesaert

A1 Journal Article in THEORETICAL AND APPLIED GENETICS

2008

Marker-based screening of maize inbred lines using support vector machine regression

Steven MaenhoutBernard De BaetsGeert HaesaertErik Van Bockstaele

A1 Journal Article in EUPHYTICA

2007

Support vector machine regression for the prediction of maize hybrid performance

Steven MaenhoutBernard De BaetsGeert HaesaertErik Van Bockstaele

A1 Journal Article in THEORETICAL AND APPLIED GENETICS