Emmanuel Vallée

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 7

Top Topics

Automated Segmentation

Magnetic Resonance Images

Top Venues

Frontiers Comput. Neurosci.

BrainLes@MICCAI (1)

Publications

Benjamin Camus, Théo Voillemin, Corentin Le Barbu, Jean-Christophe Louvigné, Carole Belloni, Emmanuel Vallée
Training Deep Learning Models with Hybrid Datasets for Robust Automatic Target Detection on real SAR images. CoRR (2024)
Antoine Ackaouy, Nicolas Courty, Emmanuel Vallée, Olivier Commowick, Christian Barillot, Francesca Galassi
Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data. Frontiers Comput. Neurosci. 14 (2020)
Emmanuel Vallée, Delphine Charlet, Francesca Galassi, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer
Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations. Open Comput. Sci. 9 (1) (2019)
Emmanuel Vallée, Delphine Charlet, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer
How to Deal with Scarce Annotations in Answer Selection. SIGIR (2019)
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, Paul McCarthy, Christopher Rorden, Alessandro Daducci, Daniel C. Alexander, Hui Zhang, Iulius Dragonu, Paul M. Matthews, Karla L. Miller, Stephen M. Smith
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 166 (2018)
Francesca Galassi, Olivier Commowick, Emmanuel Vallée, Christian Barillot
Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI. BrainLes@MICCAI (1) (2018)
Emmanuel Vallée, Wenchuan Wu, Francesca Galassi, Saâd Jbabdi, Stephen M. Smith
A Machine Learning Approach to Diffusion MRI Partial Volume Estimation. SASHIMI@MICCAI (2018)
Emmanuel Vallée, Olivier Commowick, Camille Maumet, Aymeric Stamm, Elisabeth Le Rumeur, Catherine Allaire, Jean-Christophe Ferré, Clément de Guibert, Christian Barillot
Statistical Analysis of White Matter Integrity for the Clinical Study of Typical Specific Language Impairment in Children. CDMRI/MMBC@MICCAI (2013)