Benefits of dimension reduction in penalized regression methods for high-dimensional grouped data: a case study in low sample size. - Soufiane Ajana; Niyazi Acar; Lionel Bretillon; Boris P. Hejblum; Hélène Jacqmin-Gadda; Cécile Delcourt (Bioinform., 2019)

Ensuring a connected structure for Retinal Vessels Deep-Learning Segmentation. - Idriss Dulau; Catherine Helmer; Cécile Delcourt; Marie Beurton-Aimar (ICCV (Workshops), 2023)

VAVnets: Retinal Vasculature Segmentation in Few-Shot Scenarios. - Idriss Dulau; Benoit Recur; Catherine Helmer; Cécile Delcourt; Marie Beurton-Aimar (CIARP (2), 2024)

VNR-AV: Structural Post-processing for Retinal Arteries and Veins Segmentation. - Idriss Dulau; Benoit Recur; Catherine Helmer; Cécile Delcourt; Marie Beurton-Aimar (OMIA@MICCAI, 2024)