Mutter, Didier
- EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic\n Videos
2016/02/09 by Andru Putra Twinanda, Twinanda, Andru P., Sherif Shehata +9 · 49 citations
Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Surgical Simulation and Training
- Latent Graph Representations for Critical View of Safety Assessment
2022/12/08 by Murali, Aditya, Alapatt, Deepak, Mascagni, Pietro +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- UltraSam: A Foundation Model for Ultrasound using Large Open-Access Segmentation Datasets
2024/11/25 by Adrien Meyer, Aditya Murali, Meyer, Adrien +6 · 9 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
2023/07/18 by Saurav Sharma, Sharma, Saurav, Chinedu Innocent Nwoye +5 · 5 citations
Medicine · #Artificial Intelligence in Healthcare and Education #Cardiac, Anesthesia and Surgical Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery
2023/12/18 by Lavanchy, Joel L., Ramesh, Sanat, Dall'Alba, Diego +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition
2018/11/30 by Tong Yu, Yu, Tong, Didier Mutter +5 · 3 citations
Medicine · Engineering · #Surgical Simulation and Training #Colorectal Cancer Screening and Detection #Robotics and Sensor-Based Localization
- Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
2018/06/14 by Vardazaryan, Armine, Mutter, Didier, Marescaux, Jacques +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks
2018/05/22 by Yengera, Gaurav, Mutter, Didier, Marescaux, Jacques +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation
2024/02/22 by Jamshid Hassanpour, Hassanpour, Jamshid, Vinkle Srivastav +5 · 2 citations
Computer Science · Engineering · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016
2016/10/27 by Andru Putra Twinanda, Twinanda, Andru P., Didier Mutter +7 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room
2023/12/19 by Idris Hamoud, Hamoud, Idris, Muhammad Abdullah Jamal +9 · 1 citation
Medicine · #Cardiac, Anesthesia and Surgical Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Surgical Simulation and Training
- CycleSAM: Few-Shot Surgical Scene Segmentation with Cycle- and Scene-Consistent Feature Matching
2024/07/09 by Murali, Aditya, Zarin, Farahdiba, Meyer, Adrien +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes
2025/03/17 by Chen, Keqi, Srivastav, Vinkle, Mutter, Didier +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences