Efficient Embedding Network for 3D Brain Tumor Segmentation. - Hicham Messaoudi; Ahror Belaid; Mohamed Lamine Allaoui; Ahcene Zetout; Mohand Saïd Allili; Souhil Tliba; Douraied Ben Salem; Pierre-Henri Conze (BrainLes@MICCAI (1), 2020)

MEDiXNet: A Robust Mixture of Expert Dermatological Imaging Networks for Skin Lesion Segmentation. - Mohamed Lamine Allaoui; Mohand Saïd Allili (ISBI, 2024)

Multi-scale spatial consistency for deep semi-supervised skin lesion segmentation. - Adama Nouboukpo; Mohamed Lamine Allaoui; Mohand Saïd Allili (Eng. Appl. Artif. Intell., 2024)

MixLVMM: A Mixture of Lightweight Vision Mamba Model for Enhancing Skin Lesion Segmentation Across High Tone Variability. - Mohamed Lamine Allaoui; Mohand Saïd Allili (IEEE Access, 2025)

HA-U3Net: A modality-agnostic framework for 3D medical image segmentation using nested V-Net structure and hybrid attention. - Mohamed Lamine Allaoui; Mohand Saïd Allili; Ahror Belaid (Knowl. Based Syst., 2025)