TRandAugment: Temporal Random Augmentation Strategy for Surgical Activity Recognition from Videos
Sanat Ramesh, Diego Dall’Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, and Nicolas Padoy, Int J CARS (2023)
| paper |
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Sanat Ramesh, Vinkle Srivastav, Deepak Alapatt, Tong Yu, Aditya Murali, Luca Sestini, Chinedu Innocent Nwoye, Idris Hamoud, Antoine Fleurentin, Georgios Exarchakis, Alexandros Karargyris, Nicolas Padoy, Medical Image Analysis 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition
Sanat Ramesh, Diego Dall’Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, and Nicolas Padoy, IEEE Transactions on Medical Imaging 2023
| paper |
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, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, and Nicolas Padoy, Int J CARS 16, 1111–1119 (2021)
| paper |
Joints-Space Metrics for Automatic Robotic Surgical Gestures Classification
Marco Bombieri, Diego Dall'Alba, Sanat Ramesh, Giovanni Caitlin Schneider and Paolo Fiorini, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
| paper |
Optimizing Schedule of Trains in Context of a Large Railway Network
Sanat R., Tarun Dutt, Anushka Chandrababu, Abhilasha A., AND G. N. Srinivasa Prasanna, In the proceedings of the 21st IEEE International Conference of Intelligent Transportation Systems, November 2018
Poster Presentation: Indian Railways - A Heuristic Based Approach to Solve Problems in Complex Networks - 2017
Sanat R., Apoorv Vikram Singh, Keerthan Pai K., Anushka Chandrababu, Abhilasha A., AND G. N. Srinivasa Prasanna, INFORMS - 2017 Business Analytics Conference, April 2017
Poster Presentation: Collaborative Design of Visual Analytic Techniques for Survey Data for Community-based Research in Public Health - 2017
Jaya Sreevalsan Nair, Nirmala Murthy, Shivam Agarwal, Reddy Rani Vangimalla, and Sanat R, Visual Analytics in Healthcare(VAHC) 2017, October 2017