Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases. - Hasan Kassem; Deepak Alapatt; Pietro Mascagni; AI4SafeChole Consortium; Alexandros Karargyris; Nicolas Padoy (CoRR, 2022)

Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos. - Joël L. Lavanchy; Armine Vardazaryan; Pietro Mascagni; AI4SafeChole Consortium; Didier Mutter; Nicolas Padoy (CoRR, 2023)

Jumpstarting Surgical Computer Vision. - Deepak Alapatt; Aditya Murali; Vinkle Srivastav; Pietro Mascagni; AI4SafeChole Consortium; Nicolas Padoy (CoRR, 2023)