Self-supervised learning via cluster distance prediction for operating room context awareness. - Idris Hamoud; Alexandros Karargyris; Aidean Sharghi; Omid Mohareri; Nicolas Padoy (Int. J. Comput. Assist. Radiol. Surg., 2022)

Dissecting Self-Supervised Learning Methods for Surgical Computer Vision. - Sanat Ramesh; Vinkle Srivastav; Deepak Alapatt; Tong Yu 009; Aditya Murali; Luca Sestini; Chinedu Innocent Nwoye; Idris Hamoud; Antoine Fleurentin; Georgios Exarchakis; Alexandros Karargyris; Nicolas Padoy (CoRR, 2022)

ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room. - Idris Hamoud; Muhammad Abdullah Jamal; Vinkle Srivastav; Didier Mutter; Nicolas Padoy; Omid Mohareri (MIDL, 2023)

ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room. - Idris Hamoud; Muhammad Abdullah Jamal; Vinkle Srivastav; Didier Mutter; Nicolas Padoy; Omid Mohareri (CoRR, 2023)

Dissecting self-supervised learning methods for surgical computer vision. - Sanat Ramesh; Vinkle Srivastav; Deepak Alapatt; Tong Yu 009; Aditya Murali; Luca Sestini; Chinedu Innocent Nwoye; Idris Hamoud; Saurav Sharma; Antoine Fleurentin; Georgios Exarchakis; Alexandros Karargyris; et al. (Medical Image Anal., 2023)

Multi-view Video-Pose Pretraining for Operating Room Surgical Activity Recognition. - Idris Hamoud; Vinkle Srivastav; Muhammad Abdullah Jamal; Didier Mutter; Omid Mohareri; Nicolas Padoy (CoRR, 2025)