Joël L. Lavanchy
- Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
2023/07/27 by Kun Yuan, Yuan, Kun, Vinkle Srivastav +12 · 15 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Health Professions · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Interpreting and Communication in Healthcare
- Advancing Surgical VQA with Scene Graph Knowledge
2023/12/15 by Kun Yuan, Yuan, Kun, Manasi Kattel +9 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery
2023/12/18 by Joël L. Lavanchy, Lavanchy, Joel L., Sanat Ramesh +17 · 8 citations
Medicine · #Cardiac, Anesthesia and Surgical Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
2025/04/23 by R. P. Jagadeesh Chandra Bose, Bose, Rupak, Chinedu Innocent Nwoye +7 · 3 citations
Medicine · #Antiplatelet Therapy and Cardiovascular Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gastric Cancer Management and Outcomes