Ghislain Fiévet

Scalable expansion of human iNKT cells: single-cell profiling and in vivo control of GvHD with preserved GvL activity

This paper develops a scalable method to expand human CD4- iNKT cells from PBMCs using IL-15 and -GalCer, showing improved GVHD control and GVL activity in preclinical models.

The eXplainable Artificial Intelligence (XAI) Triad: Models, Importances, and Significance at Scale

This paper evaluates XAI methods for variable selection in biological data, finding that RF/Accuracy/PIMP performs best but is computationally intensive, while DT/Gini/simThresh offers a more scalable alternative.

Comparison of GWAS models to identify non-additive genetic control of flowering time in sunflower hybrids

This study compares additive and non-additive GWAS models to identify genomic regions controlling flowering time in sunflower hybrids, finding non-additive models better detect trait-associated loci.