Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment. - Othmane Laousy; Guillaume Chassagnon; Edouard Oyallon; Nikos Paragios; Marie-Pierre Revel; Maria Vakalopoulou (MLMI@MICCAI, 2021)

Certification of Deep Learning Models for Medical Image Segmentation. - Othmane Laousy; Alexandre Araujo; Guillaume Chassagnon; Nikos Paragios; Marie-Pierre Revel; Maria Vakalopoulou (MICCAI (4), 2023)

Towards better certified segmentation via diffusion models. - Othmane Laousy; Alexandre Araujo; Guillaume Chassagnon; Marie-Pierre Revel; Siddharth Garg; Farshad Khorrami; Maria Vakalopoulou (UAI, 2023)

Deep learning methods for localization, segmentation and robustness in medical imaging. (Méthodes d'apprentissage profond pour la localisation, la segmentation et la robustesse en imagerie médicale). - Othmane Laousy (2024)