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Nicolas Padoy

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Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model

Mar 20, 2024
Diwei Wang, Kun Yuan, Candice Muller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo

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Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer

Mar 11, 2024
Siddhant Satyanaik, Aditya Murali, Deepak Alapatt, Xin Wang, Pietro Mascagni, Nicolas Padoy

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Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation

Feb 27, 2024
Jamshid Hassanpour, Vinkle Srivastav, Didier Mutter, Nicolas Padoy

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The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark

Dec 19, 2023
Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Guido Costamagna, Didier Mutter, Jacques Marescaux, Bernard Dallemagne, Nicolas Padoy

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ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room

Dec 19, 2023
Idris Hamoud, Muhammad Abdullah Jamal, Vinkle Srivastav, Didier Mutter, Nicolas Padoy, Omid Mohareri

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Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery

Dec 18, 2023
Joel L. Lavanchy, Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Paolo Fiorini, Beat Muller-Stich, Philipp C. Nett, Jacques Marescaux, Didier Mutter, Nicolas Padoy

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Advancing Surgical VQA with Scene Graph Knowledge

Dec 15, 2023
Kun Yuan, Manasi Kattel, Joel L. Lavanchy, Nassir Navab, Vinkle Srivastava, Nicolas Padoy

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MOSaiC: a Web-based Platform for Collaborative Medical Video Assessment and Annotation

Dec 14, 2023
Jean-Paul Mazellier, Antoine Boujon, Méline Bour-Lang, Maël Erharhd, Julien Waechter, Emilie Wernert, Pietro Mascagni, Nicolas Padoy

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CholecTrack20: A Dataset for Multi-Class Multiple Tool Tracking in Laparoscopic Surgery

Dec 12, 2023
Chinedu Innocent Nwoye, Kareem Elgohary, Anvita Srinivas, Fauzan Zaid, Joël L. Lavanchy, Nicolas Padoy

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