Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. - Charley Gros; Benjamin De Leener; Atef Badji; Josefina Maranzano; Dominique Eden; Sara M. Dupont; Jason Talbott; Ren Zhuoquiong; Yaou Liu; Tobias Granberg; Russell Ouellette; Yasuhiko Tachibana; et al. (CoRR, 2018)

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. - Charley Gros; Benjamin De Leener; Atef Badji; Josefina Maranzano; Dominique Eden; Sara M. Dupont; Jason Talbott; Ren Zhuoquiong; Yaou Liu; Tobias Granberg; Russell Ouellette; Yasuhiko Tachibana; et al. (NeuroImage, 2019)

Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI. - Guanghui Fu; Gabriel Jimenez 001; Sophie Loizillon; Rosana El Jurdi; Lydia Chougar; Didier Dormont; Romain Valabrègue; Ninon Burgos; Stéphane Lehéricy; Daniel Racoceanu; Olivier Colliot (CoRR, 2022)

Apport de l'iRM multimodale pour le Diagnostic DifféRentiel des Syndromes Parkinsoniens. (Contribution of Multimodal MRI for the differential Diagnosis of Parkinsonian Syndromes). - Lydia Chougar (2022)

Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse. - Sophie Loizillon; Olivier Colliot; Lydia Chougar; Sebastian Ströer; Yannick Jacob; Aurélien Maire; Didier Dormont; Ninon Burgos (DART@MICCAI, 2023)

Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss. - Guanghui Fu; Rosana El Jurdi; Lydia Chougar; Didier Dormont; Romain Valabrègue; Stéphane Lehéricy; Olivier Colliot (Image Processing, 2023)

Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data. - Guanghui Fu; Gabriel Jimenez 001; Sophie Loizillon; Lydia Chougar; Didier Dormont; Romain Valabrègue; Ninon Burgos; Stéphane Lehéricy; Daniel Racoceanu; Olivier Colliot (CoRR, 2023)

Automatic quality control of brain 3D FLAIR MRIs for a clinical data warehouse. - Sophie Loizillon; Simona Bottani; Aurélien Maire; Sebastian Ströer; Lydia Chougar; Didier Dormont; Olivier Colliot; Ninon Burgos (Medical Image Anal., 2025)