Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor. - Anne-Laure Fouque; Pierre Fillard; Anne Bargiacchi; Arnaud Cachia; Monica Zilbovicius; Benjamin Thyreau; Edith Le Floch; Philippe Ciuciu; Edouard Duchesnay (MICCAI (2), 2011)

Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares. - Edith Le Floch; Philippe Pinel; Arthur Tenenhaus; Laura Trinchera; Jean-Baptiste Poline; Vincent Frouin; Edouard Duchesnay (ISBI, 2012)

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. - Edith Le Floch; Vincent Guillemot; Vincent Frouin; Philippe Pinel; Christophe Lalanne; Laura Trinchera; Arthur Tenenhaus; Antonio Moreno; Monica Zilbovicius; Thomas Bourgeron; Stanislas Dehaene; Bertrand Thirion; et al. (NeuroImage, 2012)

A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics. - Slim Karkar; Yann Le Guen; Cathy Philippe; Claire Dandine-Roulland; Morgane Pierre-Jean; Jean-François Mangin; Edith Le Floch; Vincent Frouin (BIBM, 2018)

Evaluating Workflow Management Systems: A Bioinformatics Use Case. - Elise Larsonneur; Jonathan Mercier; Nicolas Wiart; Edith Le Floch; Olivier Delhomme; Vincent Meyer (BIBM, 2018)

Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. - Slim Karkar; Arnaud Gloaguen; Yann Le Guen; Morgane Pierre-Jean; Claire Dandine-Roulland; Edith Le Floch; Cathy Philippe; Arthur Tenenhaus; Vincent Frouin (ISBI, 2019)

Clustering and variable selection evaluation of 13 unsupervised methods for multi-omics data integration. - Morgane Pierre-Jean; Jean-Francois Deleuze; Edith Le Floch; Florence Mauger (Briefings Bioinform., 2020)

PIntMF: Penalized Integrative Matrix Factorization method for multi-omics data. - Morgane Pierre-Jean; Florence Mauger; Jean-Francois Deleuze; Edith Le Floch (Bioinform., 2022)