Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets. - Chinedu Innocent Nwoye; Cristians Gonzalez; Tong Yu 009; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Nicolas Padoy (MICCAI (3), 2020)

Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures. - Sanat Ramesh; Diego Dall'Alba; Cristians Gonzalez; Tong Yu 009; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Paolo Fiorini; Nicolas Padoy (Int. J. Comput. Assist. Radiol. Surg., 2021)

Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos. - Chinedu Innocent Nwoye; Tong Yu 009; Cristians Gonzalez; Barbara Seeliger; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Nicolas Padoy (Medical Image Anal., 2022)

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. - Chinedu Innocent Nwoye; Deepak Alapatt; Tong Yu 009; Armine Vardazaryan; Fangfang Xia; Zixuan Zhao; Tong Xia; Fucang Jia; Yuxuan Yang; Hao Wang 081; Derong Yu; Guoyan Zheng; et al. (Medical Image Anal., 2023)

TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos. - Sanat Ramesh; Diego Dall'Alba; Cristians Gonzalez; Tong Yu 009; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Paolo Fiorini; Nicolas Padoy (Int. J. Comput. Assist. Radiol. Surg., 2023)

Weakly Supervised Temporal Convolutional Networks for Fine-Grained Surgical Activity Recognition. - Sanat Ramesh; Diego Dall'Alba; Cristians Gonzalez; Tong Yu 009; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Paolo Fiorini; Nicolas Padoy (IEEE Trans. Medical Imaging, 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

Challenges in multi-centric generalization: phase and step recognition in Roux-en-Y gastric bypass surgery. - Joël L. Lavanchy; Sanat Ramesh; Diego Dall'Alba; Cristians Gonzalez; Paolo Fiorini; Beat P. Müller-Stich; Philipp C. Nett; Jacques Marescaux; Didier Mutter; Nicolas Padoy (Int. J. Comput. Assist. Radiol. Surg., 2024)