Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy. - Robin Ghyselinck; Valentin Delchevalerie; Pierre Poitier; Benoît Frénay; Bruno Dumas (ECAI, 2024)

Leveraging endoscopic data with Contrastive Learning for Crohn's disease detection. - Robin Ghyselinck; Jérôme Fink; Bruno Dumas; Benoît Frénay (ESANN, 2024)

On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation. - Robin Ghyselinck; Valentin Delchevalerie; Bruno Dumas; Benoît Frénay (Trans. Mach. Learn. Res., 2025)