Nicolas Padoy
Nicolas Padoy
Professor of Computer Science, University of Strasbourg
Adresse e-mail validée de unistra.fr - Page d'accueil
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Endonet: A deep architecture for recognition tasks on laparoscopic videos
AP Twinanda, S Shehata, D Mutter, J Marescaux, M de Mathelin, N Padoy
IEEE Transactions on Medical Imaging 36 (1), 86-97, 2017
3202017
Statistical modeling and recognition of surgical workflow
N Padoy, T Blum, SA Ahmadi, H Feussner, MO Berger, N Navab
Medical Image Analysis 16 (3), 632-641, 2012
2242012
Surgical data science for next-generation interventions
L Maier-Hein, SS Vedula, S Speidel, N Navab, R Kikinis, A Park, ...
Nature Biomedical Engineering 1 (9), 691, 2017
1292017
On-line Recognition of Surgical Activity for Monitoring in the Operating Room.
N Padoy, T Blum, H Feussner, MO Berger, N Navab
AAAI, 1718-1724, 2008
1032008
Human-machine collaborative surgery using learned models
N Padoy, GD Hager
Robotics and Automation (ICRA), 2011 IEEE International Conference on, 5285-5292, 2011
1002011
Workflow mining for visualization and analysis of surgeries
T Blum, N Padoy, H Feußner, N Navab
International journal of computer assisted radiology and surgery 3 (5), 379-386, 2008
952008
Workflow monitoring based on 3d motion features
N Padoy, D Mateus, D Weinland, MO Berger, N Navab
Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International …, 2009
842009
Modeling and online recognition of surgical phases using hidden markov models
T Blum, N Padoy, H Feußner, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2008
672008
A boosted segmentation method for surgical workflow analysis
N Padoy, T Blum, I Essa, H Feussner, MO Berger, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2007
582007
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos
CI Nwoye, D Mutter, J Marescaux, N Padoy
International Conference on Information Processing in Computer-Assisted …, 2018
442018
HUMAN-MACHINE COLLABORATIVE ROBOTIC SYSTEMS
G Hager, N Padoy
US Patent 20,130,218,340, 2013
402013
Seeing is believing: increasing intraoperative awareness to scattered radiation in interventional procedures by combining augmented reality, Monte Carlo simulations and …
NL Rodas, N Padoy
International journal of computer assisted radiology and surgery 10 (8 …, 2015
392015
Automatic feature generation in endoscopic images
U Klank, N Padoy, H Feussner, N Navab
International Journal of Computer Assisted Radiology and Surgery 3 (3-4 …, 2008
372008
Planning and intraoperative visualization of liver catheterizations: new CTA protocol and 2D-3D registration method
M Groher, TF Jakobs, N Padoy, N Navab
Academic radiology 14 (11), 1325-1340, 2007
372007
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks
G Yengera, D Mutter, J Marescaux, N Padoy
arXiv preprint arXiv:1805.08569, 2018
342018
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions
T Vercauteren, M Unberath, N Padoy, N Navab
Proceedings of IEEE, 2019
332019
Machine and deep learning for workflow recognition during surgery
N Padoy
Minimally Invasive Therapy & Allied Technologies 28 (2), 82-90, 2019
332019
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations
AP Twinanda, G Yengera, D Mutter, J Marescaux, N Padoy
IEEE Transactions on Medical Imaging, 2019
332019
3D thread tracking for robotic assistance in tele-surgery
N Padoy, GD Hager
2011 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2011
302011
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
A Vardazaryan, D Mutter, J Marescaux, N Padoy
MICCAI LABELS, 2018
282018
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