Non-rigid registration of magnetic resonance imaging of brain. - Clément Chesseboeuf; Hermine Biermé; Julien Dambrine; Carole Guillevin; Rémy Guillevin (IPTA, 2015)

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)

Assigning a new glioma grade label ground-truth for the BraTS dataset using radiologic criteria. - Paul Dequidt; Pascal Bourdon; Benoit Tremblais; Carole Guillevin; Benoit Gianelli; Claire Boutet; Jean-Philippe Cottier; Jean-Noël Vallée; Christine Fernandez-Maloigne; Rémy Guillevin (IPTA, 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)

MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification. - Anouar Kherchouche; Olfa Ben Ahmed; Carole Guillevin; Benoit Tremblais; Adrien Julian; Rémy Guillevin (ICIP, 2022)

MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain 18F-FDG PET Imaging. - Anouar Kherchouche; Olfa Ben Ahmed; Carole Guillevin; Benoit Tremblais; Christine Fernandez-Maloigne; Rémy Guillevin (PRIME@MICCAI, 2022)

Attention-guided neural network for early dementia detection using MRS data. - Anouar Kherchouche; Olfa Ben Ahmed; Carole Guillevin; Benoit Tremblais; Adrien Julian; Christine Fernandez-Maloigne; Rémy Guillevin (Comput. Medical Imaging Graph., 2022)

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

MR Spectroscopy Spectrum Fitting Using a Physically Informed Neural Network. - Landoline Bonnin; Wissal Ramchi; Pascal Bourdon; Carole Guillevin; Rémy Guillevin; Clement Giraud; Christine Fernandez-Maloigne (MICAD, 2024)

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)