Statistical Analysis of White Matter Integrity for the Clinical Study of Typical Specific Language Impairment in Children. - Emmanuel Vallée; Olivier Commowick; Camille Maumet; Aymeric Stamm; Elisabeth Le Rumeur; Catherine Allaire; Jean-Christophe Ferré; Clément de Guibert; Christian Barillot (CDMRI/MMBC@MICCAI, 2013)

Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI. - Francesca Galassi; Olivier Commowick; Emmanuel Vallée; Christian Barillot (BrainLes@MICCAI (1), 2018)

A Machine Learning Approach to Diffusion MRI Partial Volume Estimation. - Emmanuel Vallée; Wenchuan Wu; Francesca Galassi; Saâd Jbabdi; Stephen M. Smith 001 (SASHIMI@MICCAI, 2018)

Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. - Fidel Alfaro-Almagro; Mark Jenkinson; Neal K. Bangerter; Jesper L. R. Andersson; Ludovica Griffanti; Gwenaëlle Douaud; Stamatios N. Sotiropoulos; Saâd Jbabdi; Moisés Hernández-Fernández; Emmanuel Vallée; Diego Vidaurre; Matthew A. Webster; et al. (NeuroImage, 2018)

How to Deal with Scarce Annotations in Answer Selection. - Emmanuel Vallée; Delphine Charlet; Gabriel Marzinotto; Fabrice Clérot; Frank Meyer (SIGIR, 2019)

Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations. - Emmanuel Vallée; Delphine Charlet; Francesca Galassi; Gabriel Marzinotto; Fabrice Clérot; Frank Meyer (Open Comput. Sci., 2019)

Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data. - Antoine Ackaouy; Nicolas Courty; Emmanuel Vallée; Olivier Commowick; Christian Barillot; Francesca Galassi (Frontiers Comput. Neurosci., 2020)

Training Deep Learning Models with Hybrid Datasets for Robust Automatic Target Detection on real SAR images. - Benjamin Camus; Théo Voillemin; Corentin Le Barbu; Jean-Christophe Louvigné; Carole Belloni; Emmanuel Vallée (CoRR, 2024)