U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets. - Théo Estienne; Maria Vakalopoulou; Stergios Christodoulidis; Enzo Battistella; Marvin Lerousseau; Alexandre Carre; Guillaume Klausner; Roger Sun; Charlotte Robert; Stavroula G. Mougiakakou; Nikos Paragios; Eric Deutsch (MICCAI (3), 2019)

Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution. - Théophraste Henry; Alexandre Carré; Marvin Lerousseau; Théo Estienne; Charlotte Robert; Nikos Paragios; Eric Deutsch (BrainLes@MICCAI (1), 2020)

Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels. - Théo Estienne; Maria Vakalopoulou; Enzo Battistella; Alexandre Carré; Théophraste Henry; Marvin Lerousseau; Charlotte Robert; Nikos Paragios; Eric Deutsch (MICCAI (Challenges), 2020)

Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation. - Marvin Lerousseau; Maria Vakalopoulou; Marion Classe; Julien Adam; Enzo Battistella; Alexandre Carré; Théo Estienne; Théophraste Henry; Eric Deutsch; Nikos Paragios (MICCAI (5), 2020)

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation. - Théo Estienne; Marvin Lerousseau; Maria Vakalopoulou; Emilie Alvarez Andres; Enzo Battistella; Alexandre Carré; Siddhartha Chandra; Stergios Christodoulidis; Mihir Sahasrabudhe; Roger Sun; Charlotte Robert; Hugues Talbot; et al. (Frontiers Comput. Neurosci., 2020)

Automatic Brain Tumor Segmentation with a Bridge-Unet Deeply Supervised Enhanced with Downsampling Pooling Combination, Atrous Spatial Pyramid Pooling, Squeeze-and-Excitation and EvoNorm. - Alexandre Carré; Eric Deutsch; Charlotte Robert (BrainLes@MICCAI (2), 2021)

Cancer Gene Profiling through Unsupervised Discovery. - Enzo Battistella; Maria Vakalopoulou; Roger Sun; Théo Estienne; Marvin Lerousseau; Sergey Nikolaev; Emilie Alvarez Andres; Alexandre Carré; Stéphane Niyoteka; Charlotte Robert; Nikos Paragios; Eric Deutsch (CoRR, 2021)

Radiomics and Artificial Intelligence Applied to Conventional MRI: Towards Personalized Treatment of Brain Tumors. (Radiomique et intelligence artificielle appliquées à l'imagerie IRM anatomique: vers un traitement personnalisé des tumeurs cérébrales). - Alexandre Carré (2021)

COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures. - Enzo Battistella; Maria Vakalopoulou; Roger Sun; Théo Estienne; Marvin Lerousseau; Sergey Nikolaev; Emilie Alvarez Andres; Alexandre Carré; Stéphane Niyoteka; Charlotte Robert; Nikos Paragios; Eric Deutsch (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)