Nicolas Padoy

235 papers A* 12A 3Misc 1Journal 167Unranked 42
YearRankTypeTitle / Venue / Authors
2026 J jnl
CliPPER: Contextual Video-Language Pretraining on Long-form Intraoperative Surgical Procedures for Event Recognition.
CoRR
Florian Philipp Stilz, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2026 J jnl
DExTeR: Weakly Semi-Supervised Object Detection with Class and Instance Experts for Medical Imaging.
CoRR
Adrien Meyer, Didier Mutter, Nicolas Padoy
2026 — ed.
Efficient Medical Artificial Intelligence - First International Workshop, EMA4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
EMA4MICCAI
Tong Chen, Jinge Wu, Kun Yuan, Xiaohan Xing, Yuning Du, Jinman Kim, Nicolas Padoy, Hongliang Ren, Nassir Navab, Long Bai
2026 J jnl
EndoChat: Grounded multimodal large language model for endoscopic surgery.
Medical Image Anal.
Guankun Wang, Long Bai, Junyi Wang, Kun Yuan, Zhen Li, Tianxu Jiang, Xiting He, Jinlin Wu, Zhen Chen, Zhen Lei, Hongbin Liu, Jiazheng Wang, Fan Zhang, Nicolas Padoy, Nassir Navab, Hongliang Ren
2026 J jnl
Self-Supervised Uncalibrated Multi-View Video Anonymization in the Operating Room.
CoRR
Keqi Chen, Vinkle Srivastav, Armine Vardazaryan, Cindy Rolland, Didier Mutter, Nicolas Padoy
2026 J jnl
Surg-R1: A Hierarchical Reasoning Foundation Model for Scalable and Interpretable Surgical Decision Support with Multi-Center Clinical Validation.
CoRR
Jian Jiang, Chenxi Lin, Yiming Gu, Zengyi Qin, Zhitao Zeng, Kun Yuan, Yonghao Long, Xiang Xia, Cheng Yuan, Yuqi Wang, Zijie Yue, Kunyi Yang, Yuting Zhang, Zhu Zhuo, Dian Qin, Xin Wang, Chi-Fai Ng, Brian Anthony, Daguang Xu, Guy Rosman, Ozanan R. Meireles, Zizhen Zhang, Nicolas Padoy, Hesheng Wang, Qi Dou, Yueming Jin, Yutong Ban
2026 J jnl
SurgTEMP: Temporal-Aware Surgical Video Question Answering with Text-guided Visual Memory for Laparoscopic Cholecystectomy.
CoRR
Shi Li, Vinkle Srivastav, Nicolas Chanel, Saurav Sharma, Nabani Banik, Lorenzo Arboit, Kun Yuan, Pietro Mascagni, Nicolas Padoy
2026 J jnl
Ultrasam: a foundation model for ultrasound using large open-access segmentation datasets.
Int. J. Comput. Assist. Radiol. Surg.
Adrien Meyer, Aditya Murali, Farahdiba Zarin, Didier Mutter, Nicolas Padoy
2026 A* conf
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion.
AAAI
Meng Wei, Kun Yuan, Shi Li, Yue Zhou, Long Bai, Nassir Navab, Hongliang Ren, Hong Joo Lee, Tom Vercauteren, Nicolas Padoy
2026 J jnl
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion.
CoRR
Meng Wei, Kun Yuan, Shi Li, Yue Zhou, Long Bai, Nassir Navab, Hongliang Ren, Hong Joo Lee, Tom Vercauteren, Nicolas Padoy
2025 J jnl
A Skull-Adaptive Framework for AI-Based 3D Transcranial Focused Ultrasound Simulation.
CoRR
Vinkle Srivastav, Juliette Puel, Jonathan Vappou, Elijah Van Houten, Paolo Cabras, Nicolas Padoy
2025 — conf
Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision.
MICCAI (11)
Soham Walimbe, Britty Baby, Vinkle Srivastav, Nicolas Padoy
2025 J jnl
Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision.
CoRR
Soham Walimbe, Britty Baby, Vinkle Srivastav, Nicolas Padoy
2025 J jnl
Artificial Intelligence for the Assessment of Peritoneal Carcinosis during Diagnostic Laparoscopy for Advanced Ovarian Cancer.
CoRR
Riccardo Oliva, Farahdiba Zarin, Alice Zampolini Faustini, Armine Vardazaryan, Andrea Rosati, Vinkle Srivastav, Nunzia Del Villano, Jacques Marescaux, Giovanni Scambia, Pietro Mascagni, Nicolas Padoy, Anna Fagotti
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 J jnl
CoSimGen: Controllable Diffusion Model for Simultaneous Image and Mask Generation.
CoRR
Rupak Bose, Chinedu Innocent Nwoye, Aditya Bhat, Nicolas Padoy
2025 J jnl
DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture.
CoRR
Xiangteng He, Shunsuke Sakai, Kun Yuan, Nicolas Padoy, Tatsuhito Hasegawa, Leonid Sigal
2025 — conf
Deform any Liver in Real-Time.
ISBI
Sidaty El Hadramy, Nicolas Padoy, Stéphane Cotin
2025 J jnl
Early Operative Difficulty Assessment in Laparoscopic Cholecystectomy via Snapshot-Centric Video Analysis.
CoRR
Saurav Sharma, Maria Vannucci, Leonardo Pestana Legori, Mario Scaglia, Giovanni Guglielmo Laracca, Didier Mutter, Sergio Alfieri, Pietro Mascagni, Nicolas Padoy
2025 J jnl
Early operative difficulty assessment in laparoscopic cholecystectomy via snapshot-centric video analysis.
Int. J. Comput. Assist. Radiol. Surg.
Saurav Sharma, Maria Vannucci, Leonardo Pestana Legori, Mario Scaglia, Giovanni Guglielmo Laracca, Didier Mutter, Sergio Alfieri, Pietro Mascagni, Nicolas Padoy
2025 J jnl
End-to-End Learning of Multi-Organ Implicit Surfaces from 3D Medical Imaging Data.
CoRR
Farahdiba Zarin, Nicolas Padoy, Jérémy Dana, Vinkle Srivastav
2025 — conf
End-to-End Learning of Multi-organ Implicit Surfaces from 3D Medical Imaging Data.
ShapeMI@MICCAI
Farahdiba Zarin, Nicolas Padoy, Jérémy Dana, Vinkle Srivastav
2025 J jnl
EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery.
CoRR
Guankun Wang, Long Bai, Junyi Wang, Kun Yuan, Zhen Li, Tianxu Jiang, Xiting He, Jinlin Wu, Zhen Chen, Zhen Lei, Hongbin Liu, Jiazheng Wang, Fan Zhang, Nicolas Padoy, Nassir Navab, Hongliang Ren
2025 J jnl
Endoshare: A Source Available Solution to De-Identify and Manage Surgical Videos.
CoRR
Lorenzo Arboit, Dennis N. Schneider, Britty Baby, Vinkle Srivastav, Pietro Mascagni, Nicolas Padoy
2025 J jnl
Expert Consensus-based Video-Based Assessment Tool for Workflow Analysis in Minimally Invasive Colorectal Surgery: Development and Validation of ColoWorkflow.
CoRR
Pooja P. Jain, Pietro Mascagni, Giuseppe Massimiani, Nabani Banik, Marta Goglia, Lorenzo Arboit, Britty Baby, Andrea Balla, Ludovica Baldari, Gianfranco Silecchia, Claudio Fiorillo, CompSurg Colorectal Experts Group, Sergio Alfieri, Salvador Morales-Conde, Deborah S. Keller, Luigi Boni, 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
Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge.
CoRR
Max Kirchner, Hanna Hoffmann, Alexander C. Jenke, Oliver Lester Saldanha, Kevin Pfeiffer, Weam Kanjo, Julia Alekseenko, Claas de Boer, Santhi Raj Kolamuri, Lorenzo Mazza, Nicolas Padoy, Sophia Bano, Annika Reinke, Lena Maier-Hein, Danail Stoyanov, Jakob Nikolas Kather, Fiona R. Kolbinger, Sebastian Bodenstedt, Stefanie Speidel
2025 J jnl
From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature.
CoRR
Kun Yuan, Min Woo Sun, Zhen Chen, Alejandro Lozano, Xiangteng He, Shi Li, Nassir Navab, Xiaoxiao Sun, Nicolas Padoy, Serena Yeung-Levy
2025 J jnl
Introducing surgical workflow recognition in orthopaedic surgery with timestamp supervision.
Comput. Biol. Medicine
Camille Graëff, Nicolas Padoy, Philippe Liverneaux, Thomas Andrew Lampert
2025 — conf
Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment.
MICCAI (11)
Farahdiba Zarin, Riccardo Oliva, Vinkle Srivastav, Armine Vardazaryan, Andrea Rosati, Alice Zampolini Faustini, Giovanni Scambia, Anna Fagotti, Pietro Mascagni, Nicolas Padoy
2025 J jnl
Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment.
CoRR
Farahdiba Zarin, Riccardo Oliva, Vinkle Srivastav, Armine Vardazaryan, Andrea Rosati, Alice Zampolini Faustini, Giovanni Scambia, Anna Fagotti, Pietro Mascagni, Nicolas Padoy
2025 A* conf
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes.
CVPR
Keqi Chen, Vinkle Srivastav, Didier Mutter, Nicolas Padoy
2025 J jnl
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes.
CoRR
Keqi Chen, Vinkle Srivastav, Didier Mutter, 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 A* conf
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment.
AAAI
Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz
2025 J jnl
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment.
CoRR
Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz
2025 — conf
Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety Recognition.
MICCAI (11)
Britty Baby, Vinkle Srivastav, Pooja P. Jain, Kun Yuan, Pietro Mascagni, Nicolas Padoy
2025 J jnl
Multi-modal Representations for Fine-grained Multi-label Critical View of Safety Recognition.
CoRR
Britty Baby, Vinkle Srivastav, Pooja P. Jain, Kun Yuan, Pietro Mascagni, Nicolas Padoy
2025 J jnl
Multi-view Video-Pose Pretraining for Operating Room Surgical Activity Recognition.
CoRR
Idris Hamoud, Vinkle Srivastav, Muhammad Abdullah Jamal, Didier Mutter, Omid Mohareri, Nicolas Padoy
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
Rethinking data imbalance in class incremental surgical instrument segmentation.
Medical Image Anal.
Shifang Zhao, Long Bai, Kun Yuan, Feng Li, Jieming Yu, Wenzhen Dong, Guankun Wang, Mobarakol Islam, Nicolas Padoy, Nassir Navab, Hongliang Ren
2025 J jnl
S4M: Segment Anything with 4 Extreme Points.
CoRR
Adrien Meyer, Lorenzo Arboit, Giuseppe Massimiani, Francesco Brucchi, Luca Emanuele Amodio, Didier Mutter, Nicolas Padoy
2025 J jnl
SAF-IS: A spatial annotation free framework for instance segmentation of surgical tools.
Medical Image Anal.
Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy
2025 J jnl
SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation.
CoRR
Aditya Bhat, Rupak Bose, Chinedu Innocent Nwoye, Nicolas Padoy
2025 J jnl
State-Change Learning for Prediction of Future Events in Endoscopic Videos.
CoRR
Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy
2025 — conf
SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting.
MICCAI (9)
Yiming Huang, Long Bai, Beilei Cui, Kun Yuan, Guankun Wang, Mobarak I. Hoque, Nicolas Padoy, Nassir Navab, Hongliang Ren
2025 J jnl
SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting.
CoRR
Yiming Huang, Long Bai, Beilei Cui, Kun Yuan, Guankun Wang, Mobarak I. Hoque, Nicolas Padoy, Nassir Navab, Hongliang Ren
2025 J jnl
SurgVidLM: Towards Multi-grained Surgical Video Understanding with Large Language Model.
CoRR
Guankun Wang, Wenjin Mo, Junyi Wang, Long Bai, Kun Yuan, Ming Hu, Jinlin Wu, Junjun He, Yiming Huang, Nicolas Padoy, Zhen Lei, Hongbin Liu, Nassir Navab, Hongliang Ren
2025 J jnl
Surgeons Awareness, Expectations, and Involvement with Artificial Intelligence: a Survey Pre and Post the GPT Era.
CoRR
Lorenzo Arboit, Dennis N. Schneider, Toby Collins, Daniel A. Hashimoto, Silvana Perretta, Bernard Dallemagne, Jacques Marescaux, EAES Working Group, Nicolas Padoy, Pietro Mascagni
2025 J jnl
SurgiTrack: Fine-grained multi-class multi-tool tracking in surgical videos.
Medical Image Anal.
Chinedu Innocent Nwoye, 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
Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis.
CoRR
Tingxuan Chen, Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2025 J jnl
Text-driven adaptation of foundation models for few-shot surgical workflow analysis.
Int. J. Comput. Assist. Radiol. Surg.
Tingxuan Chen, Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2025 J jnl
The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment.
CoRR
Deepak Alapatt, Jennifer A. Eckhoff, Zhiliang Lyu, Yutong Ban, Jean-Paul Mazellier, Sarah Choksi, Kunyi Yang, 2024 CVS Challenge Consortium, Quanzheng Li, Filippo Filicori, Xiang Li, Pietro Mascagni, Daniel A. Hashimoto, Guy Rosman, Ozanan R. Meireles, 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
2025 J jnl
fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models.
CoRR
Saurav Sharma, Didier Mutter, 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
Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration.
CoRR
Julia Alekseenko, Bram Stieltjes, Michael Bach, Melanie Boerries, Oliver Opitz, Alexandros Karargyris, Nicolas Padoy
2024 J jnl
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM.
CoRR
Aditya Murali, Pietro Mascagni, Didier Mutter, Nicolas Padoy
2024 — conf
Distance-Aware Non-IID Federated Learning for Generalization and Personalization in Medical Imaging Segmentation.
MIDL
Julia Alekseenko, Alexandros Karargyris, Nicolas Padoy
2024 — conf
Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model.
MICCAI (5)
Diwei Wang, Kun Yuan, Candice Müller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo
2024 J jnl
Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model.
CoRR
Diwei Wang, Kun Yuan, Candice Müller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo
2024 — conf
HecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase Recognition.
MICCAI (6)
Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2024 J jnl
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition.
CoRR
Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2024 — conf
Jumpstarting Surgical Computer Vision.
MICCAI (6)
Deepak Alapatt, Aditya Murali, Vinkle Srivastav, Pietro Mascagni, Nicolas Padoy
2024 J jnl
Latent Graph Representations for Critical View of Safety Assessment.
IEEE Trans. Medical Imaging
Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Nicolas Padoy
2024 J jnl
On-the-Fly Point Annotation for Fast Medical Video Labeling.
CoRR
Adrien Meyer, Jean-Paul Mazellier, Jérémy Dana, Nicolas Padoy
2024 J jnl
On-the-fly point annotation for fast medical video labeling.
Int. J. Comput. Assist. Radiol. Surg.
Adrien Meyer, Jean-Paul Mazellier, Jérémy Dana, Nicolas Padoy
2024 J jnl
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining.
CoRR
Ming Hu, Kun Yuan, Yaling Shen, Feilong Tang, Xiaohao Xu, Lin Zhou, Wei Li, Ying Chen, Zhongxing Xu, Zelin Peng, Siyuan Yan, Vinkle Srivastav, Diping Song, Tianbin Li, Danli Shi, Jin Ye, Nicolas Padoy, Nassir Navab, Junjun He, Zongyuan Ge
2024 J jnl
Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer.
CoRR
Siddhant Satyanaik, Aditya Murali, Deepak Alapatt, Xin Wang, Pietro Mascagni, Nicolas Padoy
2024 J jnl
Optimizing latent graph representations of surgical scenes for unseen domain generalization.
Int. J. Comput. Assist. Radiol. Surg.
Siddhant Satyanaik, Aditya Murali, Deepak Alapatt, Xin Wang, Pietro Mascagni, Nicolas Padoy
2024 — conf
Overcoming Dimensional Collapse in Self-Supervised Contrastive Learning for Medical Image Segmentation.
ISBI
Jamshid Hassanpour, Vinkle Srivastav, Didier Mutter, Nicolas Padoy
2024 J jnl
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation.
CoRR
Jamshid Hassanpour, Vinkle Srivastav, Didier Mutter, Nicolas Padoy
2024 A* conf
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation.
NeurIPS
Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2024 J jnl
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation.
CoRR
Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2024 J jnl
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness.
CoRR
Idris Hamoud, Alexandros Karargyris, Aidean Sharghi, Omid Mohareri, Nicolas Padoy
2024 A* conf
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation.
CVPR
Vinkle Srivastav, Keqi Chen, Nicolas Padoy
2024 J jnl
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation.
CoRR
Vinkle Srivastav, Keqi Chen, Nicolas Padoy
2024 J jnl
SurgiTrack: Fine-Grained Multi-Class Multi-Tool Tracking in Surgical Videos.
CoRR
Chinedu Innocent Nwoye, 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
2024 — conf
Towards Real-Time Intrahepatic Vessel Identification in Intraoperative Ultrasound-Guided Liver Surgery.
MICCAI (6)
Karl-Philippe Beaudet, Alexandros Karargyris, Sidaty El Hadramy, Stéphane Cotin, Jean-Paul Mazellier, Nicolas Padoy, Juan Verde
2024 — conf
Towards Real-Time Vessel Guided Augmented Reality for Liver Surgery.
ISBI
Sidaty El Hadramy, Juan Verde, Nicolas Padoy, Stéphane Cotin
2024 J jnl
Towards Real-time Intrahepatic Vessel Identification in Intraoperative Ultrasound-Guided Liver Surgery.
CoRR
Karl-Philippe Beaudet, Alexandros Karargyris, Sidaty El Hadramy, Stéphane Cotin, Jean-Paul Mazellier, Nicolas Padoy, Juan Verde
2024 J jnl
UltraSam: A Foundation Model for Ultrasound using Large Open-Access Segmentation Datasets.
CoRR
Adrien Meyer, Aditya Murali, Didier Mutter, 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
Automatic pancreas anatomical part detection in endoscopic ultrasound videos.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Antoine Fleurentin, Jean-Paul Mazellier, Adrien Meyer, Julieta Montanelli, Lee Swanstrom, Benoit Gallix, Leonardo Sosa Valencia, 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
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Medical Image Anal.
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
2023 J jnl
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal.
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy
2023 J jnl
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection.
CoRR
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy
2023 J jnl
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Medical Image Anal.
Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2023 J jnl
Dissecting self-supervised learning methods for surgical computer vision.
Medical Image Anal.
Sanat Ramesh, Vinkle Srivastav, Deepak Alapatt, Tong Yu, Aditya Murali, Luca Sestini, Chinedu Innocent Nwoye, Idris Hamoud, Saurav Sharma, Antoine Fleurentin, Georgios Exarchakis, Alexandros Karargyris, Nicolas Padoy
2023 J jnl
Editorial for the MEDIA MICCAI special issue 2021.
Medical Image Anal.
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2023 J jnl
Electromagnetic tracking of endoscopic ultrasound probe for pancreas examination: accuracy assessment under realistic medical conditions.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Jean-Paul Mazellier, Cindy Rolland, Emilie Wernert, Julieta Montanelli, Alexandre Hostettler, Lee Swanstrom, Benoit Gallix, Leonardo Sosa Valencia, Toby Collins, Nicolas Padoy
2023 — conf
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning.
MICCAI (9)
Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Nicolas Padoy
2023 J jnl
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning.
CoRR
Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Nicolas Padoy
2023 J jnl
FUN-SIS: A Fully UNsupervised approach for Surgical Instrument Segmentation.
Medical Image Anal.
Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy
2023 J jnl
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases.
IEEE Trans. Medical Imaging
Hasan Kassem, Deepak Alapatt, Pietro Mascagni, Alexandros Karargyris, Nicolas Padoy
2023 J jnl
Federated benchmarking of medical artificial intelligence with MedPerf.
Nat. Mac. Intell.
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James A. Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson
2023 J jnl
INDEXITY: a web-based collaborative tool for medical video annotation.
CoRR
Jean-Paul Mazellier, Méline Bour-Lang, Sabrina Bourouis, Johan Moreau, Aimable Muzuri, Olivier Schweitzer, Aslan Vatsaev, Julien Waechter, Emilie Wernert, Frederic Woelffel, Alexandre Hostettler, Nicolas Padoy, Flavien Bridault
2023 — conf
Intraoperative CT Augmentation for Needle-Based Liver Interventions.
MICCAI (9)
Sidaty El Hadramy, Juan Verde, Nicolas Padoy, Stéphane Cotin
2023 J jnl
Jumpstarting Surgical Computer Vision.
CoRR
Deepak Alapatt, Aditya Murali, Vinkle Srivastav, Pietro Mascagni, AI4SafeChole Consortium, 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
Live laparoscopic video retrieval with compressed uncertainty.
Medical Image Anal.
Tong Yu, Pietro Mascagni, Juan Verde, Jacques Marescaux, Didier Mutter, Nicolas Padoy
2023 J jnl
MOSaiC: a Web-based Platform for Collaborative Medical Video Assessment and Annotation.
CoRR
Jean-Paul Mazellier, Antoine Boujon, Méline Bour-Lang, Maël Erharhd, Julien Waechter, Emilie Wernert, Pietro Mascagni, Nicolas Padoy
2023 J jnl
Multi-objective optimization for X-ray exposure reduction during image-guided needle-based procedure.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Alexandre Krebs, Jean-Paul Mazellier, Cindy Rolland, Adrien Meyer, Julien Bert, Juan Verde, 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
2023 J jnl
Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition.
Int. J. Comput. Assist. Radiol. Surg.
Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy
2023 J jnl
SAF-IS: a Spatial Annotation Free Framework for Instance Segmentation of Surgical Tools.
CoRR
Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy
2023 — conf
ST(OR)
MIDL
Idris Hamoud, Muhammad Abdullah Jamal, Vinkle Srivastav, Didier Mutter, Nicolas Padoy, Omid Mohareri
2023 J jnl
ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room.
CoRR
Idris Hamoud, Muhammad Abdullah Jamal, Vinkle Srivastav, Didier Mutter, Nicolas Padoy, Omid Mohareri
2023 — conf
Self-distillation for Surgical Action Recognition.
MICCAI (9)
Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim J. Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein
2023 J jnl
Self-distillation for surgical action recognition.
CoRR
Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein
2023 — conf
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions.
MICCAI (9)
Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy
2023 J jnl
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions.
CoRR
Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy
2023 J jnl
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge.
CoRR
Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc
2023 J jnl
TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos.
Int. J. Comput. Assist. Radiol. Surg.
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy
2023 J jnl
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark.
CoRR
Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Guido Costamagna, Didier Mutter, Jacques Marescaux, Bernard Dallemagne, Nicolas Padoy
2023 — conf
Trackerless Volume Reconstruction from Intraoperative Ultrasound Images.
MICCAI (10)
Sidaty El Hadramy, Juan Verde, Karl-Philippe Beaudet, Nicolas Padoy, Stéphane Cotin
2023 J jnl
Weakly Supervised Temporal Convolutional Networks for Fine-Grained Surgical Activity Recognition.
IEEE Trans. Medical Imaging
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy
2023 J jnl
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition.
CoRR
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy
2023 A* conf
Why is the Winner the Best?
CVPR
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
2023 J jnl
Why is the winner the best?
CoRR
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.
2022 J jnl
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
CoRR
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, 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
2022 J jnl
Computer vision in surgery: from potential to clinical value.
npj Digit. Medicine
Pietro Mascagni, Deepak Alapatt, Luca Sestini, Maria S. Altieri, Amin Madani, Yusuke Watanabe, Adnan Alseidi, Jay A. Redan, Sergio Alfieri, Guido Costamagna, Ivo Boskoski, Nicolas Padoy, Daniel A. Hashimoto
2022 J jnl
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets.
CoRR
Chinedu Innocent Nwoye, Nicolas Padoy
2022 J jnl
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision.
CoRR
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
2022 J jnl
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation.
CoRR
Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy
2022 J jnl
Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases.
CoRR
Hasan Kassem, Deepak Alapatt, Pietro Mascagni, AI4SafeChole Consortium, Alexandros Karargyris, Nicolas Padoy
2022 J jnl
Latent Graph Representations for Critical View of Safety Assessment.
CoRR
Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Nicolas Padoy
2022 J jnl
Live Laparoscopic Video Retrieval with Compressed Uncertainty.
CoRR
Tong Yu, Pietro Mascagni, Juan Verde, Jacques Marescaux, Didier Mutter, Nicolas Padoy
2022 J jnl
Organ-based estimation and minimization of clinician's X-ray dose.
Int. J. Comput. Assist. Radiol. Surg.
Alexandre Krebs, Jean-Paul Mazellier, Juan Verde, Cindy Rolland, Julien Bert, Nicolas Padoy
2022 J jnl
Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation.
CoRR
Pietro Mascagni, Deepak Alapatt, Alfonso Lapergola, Armine Vardazaryan, Jean-Paul Mazellier, Bernard Dallemagne, Didier Mutter, Nicolas Padoy
2022 J jnl
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition.
CoRR
Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy
2022 J jnl
Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.
Medical Image Anal.
Chinedu Innocent Nwoye, Tong Yu, Cristians Gonzalez, Barbara Seeliger, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2022 J jnl
Self-supervised learning via cluster distance prediction for operating room context awareness.
Int. J. Comput. Assist. Radiol. Surg.
Idris Hamoud, Alexandros Karargyris, Aidean Sharghi, Omid Mohareri, Nicolas Padoy
2022 — conf
Spatio-Temporal Model for EUS Video Detection of Pancreatic Anatomy Structures.
ASMUS@MICCAI
Adrien Meyer, Antoine Fleurentin, Julieta Montanelli, Jean-Paul Mazellier, Lee Swanstrom, Benoit Gallix, Georgios Exarchakis, Leonardo Sosa Valencia, Nicolas Padoy
2022 J jnl
Surgical data science - from concepts toward clinical translation.
Medical Image Anal.
Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel
2022 J jnl
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room.
Medical Image Anal.
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2021 J jnl
2020 CATARACTS Semantic Segmentation Challenge.
CoRR
Imanol Luengo, Maria Grammatikopoulou, Rahim Mohammadi, Chris Walsh, Chinedu Innocent Nwoye, Deepak Alapatt, Nicolas Padoy, Zhen-Liang Ni, Chen-Chen Fan, Gui-Bin Bian, Zeng-Guang Hou, Heonjin Ha, Jiacheng Wang, Haojie Wang, Dong Guo, Lu Wang, Guotai Wang, Mobarakol Islam, Bharat Giddwani, Hongliang Ren, Theodoros Pissas, Claudio S. Ravasio, Martin Huber, Jeremy Birch, Joan M. Nunez Do Rio, Lyndon Da Cruz, Christos Bergeles, Hongyu Chen, Fucang Jia, Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Pål Halvorsen, Sophia Bano, Uddhav Vaghela, Jianyuan Hong, Haili Ye, Feihong Huang, Da-Han Wang, Danail Stoyanov
2021 J jnl
A Kinematic Bottleneck Approach For Pose Regression of Flexible Surgical Instruments directly from Images.
CoRR
Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy
2021 J jnl
A Kinematic Bottleneck Approach for Pose Regression of Flexible Surgical Instruments Directly From Images.
IEEE Robotics Autom. Lett.
Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy
2021 — conf
A Review of Medical Federated Learning: Applications in Oncology and Cancer Research.
BrainLes@MICCAI (1)
Alexander Chowdhury, Hasan Kassem, Nicolas Padoy, Renato Umeton, Alexandros Karargyris
2021 J jnl
A generalizable approach for multi-view 3D human pose regression.
Mach. Vis. Appl.
Abdolrahim Kadkhodamohammadi, Nicolas Padoy
2021 J jnl
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
CoRR
Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2021 J jnl
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation.
CoRR
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part I
MICCAI (1)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part II
MICCAI (2)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part III
MICCAI (3)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part IV
MICCAI (4)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part V
MICCAI (5)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VI
MICCAI (6)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VII
MICCAI (7)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VIII
MICCAI (8)
Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert
2021 J jnl
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures.
CoRR
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy
2021 J jnl
Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures.
Int. J. Comput. Assist. Radiol. Surg.
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy
2021 J jnl
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos.
CoRR
Chinedu Innocent Nwoye, Tong Yu, Cristians Gonzalez, Barbara Seeliger, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2021 J jnl
Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety.
CoRR
Pietro Mascagni, Deepak Alapatt, Alain Garcia, Nariaki Okamoto, Armine Vardazaryan, Guido Costamagna, Bernard Dallemagne, Nicolas Padoy
2021 J jnl
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation.
CoRR
Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Jacques Marescaux, Guido Costamagna, Bernard Dallemagne, Nicolas Padoy
2021 J jnl
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the OR.
CoRR
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2020 J jnl
Artificial Intelligence in Surgery: Neural Networks and Deep Learning.
CoRR
Deepak Alapatt, Pietro Mascagni, Vinkle Srivastav, Nicolas Padoy
2020 J jnl
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer-Assisted Interventions.
Proc. IEEE
Tom Vercauteren, Mathias Unberath, Nicolas Padoy, Nassir Navab
2020 J jnl
Encode the Unseen: Predictive Video Hashing for Scalable Mid-Stream Retrieval.
CoRR
Tong Yu, Nicolas Padoy
2020 — conf
Encode the Unseen: Predictive Video Hashing for Scalable Mid-stream Retrieval.
ACCV (5)
Tong Yu, Nicolas Padoy
2020 J jnl
Future-State Predicting LSTM for Early Surgery Type Recognition.
IEEE Trans. Medical Imaging
Siddharth Kannan, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2020 J jnl
Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images.
CoRR
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2020 — conf
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets.
MICCAI (3)
Chinedu Innocent Nwoye, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2020 J jnl
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets.
CoRR
Chinedu Innocent Nwoye, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2020 J jnl
Self-supervision on Unlabelled OR Data for Multi-person 2D/3D Human Pose Estimation.
CoRR
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2020 — conf
Self-supervision on Unlabelled or Data for Multi-person 2D/3D Human Pose Estimation.
MICCAI (1)
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2020 J jnl
Surgical Data Science - from Concepts to Clinical Translation.
CoRR
Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel
2019 J jnl
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions.
CoRR
Tom Vercauteren, Mathias Unberath, Nicolas Padoy, Nassir Navab
2019 J jnl
Face detection in the operating room: comparison of state-of-the-art methods and a self-supervised approach.
Int. J. Comput. Assist. Radiol. Surg.
Thibaut Issenhuth, Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2019 — conf
Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images.
MICCAI (5)
Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2019 J jnl
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations.
IEEE Trans. Medical Imaging
Andru Putra Twinanda, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2019 A* conf
Self-Supervised Surgical Tool Segmentation using Kinematic Information.
ICRA
Cristian da Costa Rocha, Nicolas Padoy, Benoit Rosa
2019 J jnl
Self-Supervised Surgical Tool Segmentation using Kinematic Information.
CoRR
Cristian da Costa Rocha, Nicolas Padoy, Benoit Rosa
2019 J jnl
Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos.
Int. J. Comput. Assist. Radiol. Surg.
Chinedu Innocent Nwoye, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 J jnl
A generalizable approach for multi-view 3D human pose regression.
CoRR
Abdolrahim Kadkhodamohammadi, Nicolas Padoy
2018 J jnl
Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach.
CoRR
Thibaut Issenhuth, Vinkle Srivastav, Afshin Gangi, Nicolas Padoy
2018 J jnl
Future-State Predicting LSTM for Early Surgery Type Recognition.
CoRR
Siddharth Kannan, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 J jnl
Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition.
CoRR
Tong Yu, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 J jnl
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks.
CoRR
Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 J jnl
MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation.
CoRR
Vinkle Srivastav, Thibaut Issenhuth, Abdolrahim Kadkhodamohammadi, Michel de Mathelin, Afshin Gangi, Nicolas Padoy
2018 J jnl
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations.
CoRR
Andru Putra Twinanda, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 J jnl
Surgical Data Science: A Consensus Perspective.
CoRR
Lena Maier-Hein, Matthias Eisenmann, Carolin Feldmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Bernard Gibaud, Gregory D. Hager, Makoto Hashizume, Darko Katic, Hannes Kenngott, Ron Kikinis, Michael Kranzfelder, Anand Malpani, Keno März, Beat P. Müller-Stich, Nassir Navab, Thomas Neumuth, Nicolas Padoy, Adrian Park, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, S. Swaroop Vedula, Pierre Jannin, Stefanie Speidel
2018 J jnl
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos.
CoRR
Chinedu Innocent Nwoye, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 — conf
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos.
CVII-STENT/LABELS@MICCAI
Armine Vardazaryan, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2018 J jnl
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos.
CoRR
Armine Vardazaryan, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2017 A conf
A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms.
WACV
Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2017 J jnl
A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms.
CoRR
Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2017 J jnl
Articulated clinician detection using 3D pictorial structures on RGB-D data.
Medical Image Anal.
Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2017 — conf
Deep Neural Networks Predict Remaining Surgery Duration from Cholecystectomy Videos.
MICCAI (2)
Ivan Aksamentov, Andru Putra Twinanda, Didier Mutter, Jacques Marescaux, Nicolas Padoy
2017 J jnl
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos.
IEEE Trans. Medical Imaging
Andru Putra Twinanda, Sherif Shehata, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy
2017 A* conf
Pose optimization of a C-arm imaging device to reduce intraoperative radiation exposure of staff and patient during interventional procedures.
ICRA
Nicolas Loy Rodas, Julien Bert, Dimitris Visvikis, Michel de Mathelin, Nicolas Padoy
2017 J jnl
See It With Your Own Eyes: Markerless Mobile Augmented Reality for Radiation Awareness in the Hybrid Room.
IEEE Trans. Biomed. Eng.
Nicolas Loy Rodas, Fernando Barrera, Nicolas Padoy
2017 J jnl
Surgical Data Science: Enabling Next-Generation Surgery.
CoRR
Lena Maier-Hein, S. Swaroop Vedula, Stefanie Speidel, Nassir Navab, Ron Kikinis, Adrian Park, Matthias Eisenmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Makoto Hashizume, Darko Katic, Hannes Kenngott, Michael Kranzfelder, Anand Malpani, Keno März, Thomas Neumuth, Nicolas Padoy, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, Gregory D. Hager, Pierre Jannin
2016 J jnl
3D Pictorial Structures on RGB-D Data for Articulated Human Detection in Operating Rooms.
CoRR
Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2016 J jnl
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos.
CoRR
Andru Putra Twinanda, Sherif Shehata, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy
2016 J jnl
Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016.
CoRR
Andru Putra Twinanda, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy
2016 J jnl
Single- and Multi-Task Architectures for Tool Presence Detection Challenge at M2CAI 2016.
CoRR
Andru Putra Twinanda, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy
2015 J jnl
Classification approach for automatic laparoscopic video database organization.
Int. J. Comput. Assist. Radiol. Surg.
Andru Putra Twinanda, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy
2015 J jnl
Data-driven spatio-temporal RGBD feature encoding for action recognition in operating rooms.
Int. J. Comput. Assist. Radiol. Surg.
Andru Putra Twinanda, Emre O. Alkan, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2015 J jnl
Erratum to: Data-driven spatio-temporal RGBD feature encoding for action recognition in operating rooms.
Int. J. Comput. Assist. Radiol. Surg.
Andru Putra Twinanda, Emre O. Alkan, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2015 — conf
Marker-Less AR in the Hybrid Room Using Equipment Detection for Camera Relocalization.
MICCAI (1)
Nicolas Loy Rodas, Fernando Barrera, Nicolas Padoy
2015 — conf
Pictorial Structures on RGB-D Images for Human Pose Estimation in the Operating Room.
MICCAI (1)
Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2015 J jnl
Seeing is believing: increasing intraoperative awareness to scattered radiation in interventional procedures by combining augmented reality, Monte Carlo simulations and wireless dosimeters.
Int. J. Comput. Assist. Radiol. Surg.
Nicolas Loy Rodas, Nicolas Padoy
2014 — conf
3D Global Estimation and Augmented Reality Visualization of Intra-operative X-ray Dose.
MICCAI (1)
Nicolas Loy Rodas, Nicolas Padoy
2014 — conf
Fisher Kernel Based Task Boundary Retrieval in Laparoscopic Database with Single Video Query.
MICCAI (3)
Andru Putra Twinanda, Michel de Mathelin, Nicolas Padoy
2014 — conf
Piecewise Planar Decomposition of 3D Point Clouds Obtained from Multiple Static RGB-D Cameras.
3DV
Fernando Barrera, Nicolas Padoy
2014 — conf
Temporally Consistent 3D Pose Estimation in the Interventional Room Using Discrete MRF Optimization over RGBD Sequences.
IPCAI
Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
2014 — conf
Towards Better Laparoscopic Video Database Organization by Automatic Surgery Classification.
IPCAI
Andru Putra Twinanda, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy
2012 A conf
Deformable Tracking of Textured Curvilinear Objects.
BMVC
Nicolas Padoy, Gregory D. Hager
2012 — conf
Learned Partial Automation for Shared Control in Tele-Robotic Manipulation.
AAAI Fall Symposium: Robots Learning Interactively from Human Teachers
Sebastian Bodenstedt, Nicolas Padoy, Gregory D. Hager
2012 J jnl
Statistical modeling and recognition of surgical workflow.
Medical Image Anal.
Nicolas Padoy, Tobias Blum, Seyed-Ahmad Ahmadi, Hubertus Feußner, Marie-Odile Berger, Nassir Navab
2011 A conf
3D thread tracking for robotic assistance in tele-surgery.
IROS
Nicolas Padoy, Gregory D. Hager
2011 A* conf
Human-Machine Collaborative surgery using learned models.
ICRA
Nicolas Padoy, Gregory D. Hager
2011 — conf
Spatio-Temporal Registration of Multiple Trajectories.
MICCAI (1)
Nicolas Padoy, Gregory D. Hager
2010 — —
Workflow and Activity Modeling for Monitoring Surgical Procedures. (Modélisation des Activités Chirurgicales et de leur Déroulement pour la Reconnaissance des Etapes Opératoires).
Nicolas Padoy
2009 A* conf
Wavelet energy map: A robust support for multi-modal registration of medical images.
CVPR
Olivier Pauly, Nicolas Padoy, Holger Poppert, Lorena Esposito, Nassir Navab
2009 — conf
Workflow monitoring based on 3D motion features.
ICCV Workshops
Nicolas Padoy, Diana Mateus, Daniel Weinland, Marie-Odile Berger, Nassir Navab
2008 J jnl
Automatic feature generation in endoscopic images.
Int. J. Comput. Assist. Radiol. Surg.
Ulrich Klank, Nicolas Padoy, Hubertus Feußner, Nassir Navab
2008 — conf
Modeling and Online Recognition of Surgical Phases Using Hidden Markov Models.
MICCAI (2)
Tobias Blum, Nicolas Padoy, Hubertus Feußner, Nassir Navab
2008 A* conf
On-line Recognition of Surgical Activity for Monitoring in the Operating Room.
AAAI
Nicolas Padoy, Tobias Blum, Hubertus Feußner, Marie-Odile Berger, Nassir Navab
2008 J jnl
Workflow mining for visualization and analysis of surgeries.
Int. J. Comput. Assist. Radiol. Surg.
Tobias Blum, Nicolas Padoy, Hubertus Feußner, Nassir Navab
2007 — conf
A Boosted Segmentation Method for Surgical Workflow Analysis.
MICCAI (1)
Nicolas Padoy, Tobias Blum, Irfan A. Essa, Hubertus Feußner, Marie-Odile Berger, Nassir Navab
2006 J jnl
Messages Scheduling for Parallel Data Redistribution between Clusters.
IEEE Trans. Parallel Distributed Syst.
Johanne Cohen, Emmanuel Jeannot, Nicolas Padoy, Frédéric Wagner
2006 — conf
New CTA Protocol and 2D-3D Registration Method for Liver Catheterization.
MICCAI (1)
Martin Groher, Nicolas Padoy, Tobias F. Jakobs, Nassir Navab
2003 Misc conf
Messages Scheduling for Data Redistribution between Clusters.
PPAM
Johanne Cohen, Emmanuel Jeannot, Nicolas Padoy