Pascal Croiseau

This study investigates the genetic influence on bovine vaginal microbiota composition and identifies heritable traits and genetic correlations with fertility and production traits in Holstein cows.

The paper integrates tissue-specific epigenetic annotations into genomic predictions of gene expression in three pig breeds, improving eQTL mapping interpretability but facing challenges in cross-breed predictions.

This study examines the impact of genomic selection on genetic diversity in five European cattle breeds, finding inconsistent changes in inbreeding rates and highlighting the role of breeding strategies over GS itself.

This paper evaluates deep learning's ability to predict genetic values in crossbred populations by capturing heterosis, finding it improves performance when heterosis is present.

The paper investigates how multi-trait selection affects genetic correlations in populations, using theory and a case study on dairy cattle data.

This paper introduces a hybrid DLGBLUP model that integrates deep learning with GBLUP to improve prediction accuracy by capturing nonlinear genetic relationships between traits.

This study evaluates BayesR's predictive performance and interpretability in genomic prediction using simulated data with varying genetic architectures and heritabilities.