Joël L. Lavanchy

19 papers A* 1Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools.
CVPR
Chinedu Innocent Nwoye, Kareem Elgohary, Anvita Srinivas, Fauzan Zaid, Joël L. Lavanchy, Nicolas Padoy
2025 — conf
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery.
MICCAI (11)
Rupak Bose, Chinedu Innocent Nwoye, Jorge F. Lazo, Joël L. Lavanchy, Nicolas Padoy
2025 J jnl
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery.
CoRR
Rupak Bose, Chinedu Innocent Nwoye, Jorge F. Lazo, Joël L. Lavanchy, Nicolas Padoy
2025 J jnl
Learning multi-modal representations by watching hundreds of surgical video lectures.
Medical Image Anal.
Kun Yuan, Vinkle Srivastav, Tong Yu, Joël L. Lavanchy, Jacques Marescaux, Pietro Mascagni, Nassir Navab, Nicolas Padoy
2025 J jnl
Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis.
CoRR
Simon Pezold, Jérôme A. Kurylec, Jan S. Liechti, Beat Müller, Joël L. Lavanchy
2025 — conf
Recognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided Refinement.
MICCAI (9)
Kun Yuan, Tingxuan Chen, Shi Li, Joël L. Lavanchy, Christian Heiliger, Ege Özsoy, Yiming Huang, Long Bai, Nassir Navab, Vinkle Srivastav, Hongliang Ren, Nicolas Padoy
2025 J jnl
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement.
CoRR
Kun Yuan, Tingxuan Chen, Shi Li, Joël L. Lavanchy, Christian Heiliger, Ege Özsoy, Yiming Huang, Long Bai, Nassir Navab, Vinkle Srivastav, Hongliang Ren, Nicolas Padoy
2025 J jnl
Surgical text-to-image generation.
Pattern Recognit. Lett.
Chinedu Innocent Nwoye, Rupak Bose, Kareem Elgohary, Lorenzo Arboit, Giorgio Carlino, Joël L. Lavanchy, Pietro Mascagni, Nicolas Padoy
2025 J jnl
When do they StOP?: A First Step Towards Automatically Identifying Team Communication in the Operating Room.
CoRR
Keqi Chen, Lilien Schewski, Vinkle Srivastav, Joël L. Lavanchy, Didier Mutter, Guido Beldi, Sandra Keller, Nicolas Padoy
2025 J jnl
When do they StOP?: A first step toward automatically identifying team communication in the operating room.
Int. J. Comput. Assist. Radiol. Surg.
Keqi Chen, Lilien Schewski, Vinkle Srivastav, Joël L. Lavanchy, Didier Mutter, Guido Beldi, Sandra Keller, Nicolas Padoy
2024 J jnl
Advancing surgical VQA with scene graph knowledge.
Int. J. Comput. Assist. Radiol. Surg.
Kun Yuan, Manasi Kattel, Joël L. Lavanchy, Nassir Navab, Vinkle Srivastav, Nicolas Padoy
2024 J jnl
Challenges in multi-centric generalization: phase and step recognition in Roux-en-Y gastric bypass surgery.
Int. J. Comput. Assist. Radiol. Surg.
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
2024 J jnl
Surgical Text-to-Image Generation.
CoRR
Chinedu Innocent Nwoye, Rupak Bose, Kareem Elgohary, Lorenzo Arboit, Giorgio Carlino, Joël L. Lavanchy, Pietro Mascagni, Nicolas Padoy
2023 J jnl
Advancing Surgical VQA with Scene Graph Knowledge.
CoRR
Kun Yuan, Manasi Kattel, Joël L. Lavanchy, Nassir Navab, Vinkle Srivastav, Nicolas Padoy
2023 J jnl
Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery.
CoRR
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
2023 J jnl
CholecTrack20: A Dataset for Multi-Class Multiple Tool Tracking in Laparoscopic Surgery.
CoRR
Chinedu Innocent Nwoye, Kareem Elgohary, Anvita Srinivas, Fauzan Zaid, Joël L. Lavanchy, Nicolas Padoy
2023 J jnl
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures.
CoRR
Kun Yuan, Vinkle Srivastav, Tong Yu, Joël L. Lavanchy, Pietro Mascagni, Nassir Navab, Nicolas Padoy
2023 J jnl
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos.
CoRR
Joël L. Lavanchy, Armine Vardazaryan, Pietro Mascagni, AI4SafeChole Consortium, Didier Mutter, Nicolas Padoy
2022 J jnl
ClipAssistNet: bringing real-time safety feedback to operating rooms.
Int. J. Comput. Assist. Radiol. Surg.
Florian Aspart, Jon Lindström Bolmgren, Joël L. Lavanchy, Guido Beldi, Michael S. Woods, Nicolas Padoy, Enes Hosgor