Diffuse Low Grade Glioma NMR Assessment for Better Intra-operative Targeting Using Fuzzy Logic. - Mathieu Naudin; Benoit Tremblais; Carole Guillevin; Rémy Guillevin; Christine Fernandez-Maloigne (ACIVS, 2018)

An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences. - Matthieu Coupet; Thierry Urruty; Teerapong Leelanupab; Mathieu Naudin; Pascal Bourdon; Christine Fernandez-Maloigne; Rémy Guillevin (ICONIP (1), 2020)

DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data. - Olfa Ben Ahmed; Seifeddine Fezzani; Carole Guillevin; Lobna Fezai; Mathieu Naudin; Benoit Gianelli; Christine Fernandez-Maloigne (ISBI, 2020)

7T MRI super-resolution with Generative Adversarial Network. - Huy Do; Pascal Bourdon; David Helbert; Mathieu Naudin; Rémy Guillevin (3D Imaging and Applications, 2021)

A Hybrid Method for 3D Reconstruction of MR Images. - Loubna Lechelek; Sébastien Horna; Rita Zrour; Mathieu Naudin; Carole Guillevin (J. Imaging, 2022)

A multi-sequences MRI deep framework study applied to glioma classfication. - Matthieu Coupet; Thierry Urruty; Teerapong Leelanupab; Mathieu Naudin; Pascal Bourdon; Christine Fernandez-Maloigne; Rémy Guillevin (Multim. Tools Appl., 2022)

Topological 3D reconstruction of multiple anatomical structures from volumetric medical data. - Sylvain Gerbaud; Arthur Cavalier; Sébastien Horna; Rita Zrour; Mathieu Naudin; Carole Guillevin; Philippe Meseure (Comput. Graph., 2024)

Physics-Informed Autoencoder for DSC-MRI Perfusion Post-Processing: Application to Glioma Grading. - Pierre Fayolle; Alexandre Bône; Noëlie Debs; Mathieu Naudin; Pascal Bourdon; Rémy Guillevin; David Helbert (ISBI, 2025)

Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge. - Iris N. Vos; Ynte M. Ruigrok; Edwin Bennink; Mireille R. E. Velthuis; Barbara Paic; Maud E. H. Ophelders; Myrthe A. D. Buser; Bas H. M. van der Velden; Chen Geng 002; Matthieu Coupet; Félix Dumais; Adrian Galdran; et al. (Medical Image Anal., 2025)