Didier Mutter - RankMe

70 papers A* 1B 1C 1Journal 56Unranked 11

Year	Rank	Type	Title / Venue / Authors
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	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`	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
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	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`	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	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`	State-Change Learning for Prediction of Future Events in Endoscopic Videos. CoRR Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, 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`	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`	CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM. CoRR Aditya Murali, Pietro Mascagni, Didier Mutter, 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	—	`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	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`	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`	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	—	`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`	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`	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	—	`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`	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`	TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research. CoRR William Ndzimbong, Cyril Fourniol, Loic Themyr, Nicolas Thome, Yvonne Keeza, Benoît Sauer, Pierre-Thierry Piechaud, Arnaud Mejean, Jacques Marescaux, Daniel George, Didier Mutter, Alexandre Hostettler, Toby Collins
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	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
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`	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`	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
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`	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
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	—	`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
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	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`	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`	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`	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	—	`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
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
2008	—	`conf`	In Vivo Evaluation of a Guidance System for Computer Assisted Robotized Needle Insertion Devoted to Small Animals. MIAR Stéphane Nicolau, Luis Mendoza-Burgos, Luc Soler, Didier Mutter, Jacques Marescaux
2008	—	`conf`	Virtual reality and augmented reality applied to laparoscopic and notes procedures. ISBI Luc Soler, Stéphane Nicolau, Jean-Baptiste Fasquel, Vincent Agnus, Arnaud Charnoz, Alexandre Hostettler, Johan Moreau, Clement Forest, Didier Mutter, Jacques Marescaux
2004	—	`conf`	Toward realistic radiofrequency ablation of hepatic tumors 3D simulation and planning. Image-Guided Procedures Caroline Villard, Luc Soler, Afshin Gangi, Didier Mutter, Jacques Marescaux
2003	C	`conf`	RF-Sim: a Treatment Planning Tool for Radiofrequency Ablation of Hepatic Tumors. IV Caroline Villard, Luc Soler, Nicolas Papier, Vincent Agnus, Afshin Gangi, Didier Mutter, Jacques Marescaux
2003	—	`conf`	Virtual Radiofrequency Ablation of Liver Tumors. IS4TH Caroline Villard, Luc Soler, Nicolas Papier, Vincent Agnus, Sylvain Thery, Afshin Gangi, Didier Mutter, Jacques Marescaux
2000	B	`conf`	Fully automatic anatomical, pathological, and functional segmentation from CT scans for hepatic surgery. Image Processing Luc Soler, Herve Delingette, Grégoire Malandain, Johan Montagnat, Nicholas Ayache, Jean-Marie Clement, Christophe Koehl, Olivier Dourthe, Didier Mutter, Jacques Marescaux