SurgTEMP: Temporal-Aware Surgical Video Question Answering with Text-guided Visual Memory for Laparoscopic Cholecystectomy.

Pietro Mascagni https://orcid.org/0000-0001-7288-3023 https://www.wikidata.org/entity/Q88623747

Shi Li Vinkle Srivastav Nicolas Chanel Saurav Sharma Nabani Banik Lorenzo Arboit Kun Yuan 0004 Pietro Mascagni Nicolas Padoy SurgTEMP: Temporal-Aware Surgical Video Question Answering with Text-guided Visual Memory for Laparoscopic Cholecystectomy. 2026 March abs/2603.29962 CoRR https://doi.org/10.48550/arXiv.2603.29962 db/journals/corr/corr2603.html#abs-2603-29962 streams/journals/corr

Julia Alekseenko Pietro Mascagni AI4SafeChole Consortium Nicolas Padoy GEN-Guard: Correcting Generalization Failures for Deployable Federated Surgical AI. 2026 June abs/2606.20303 CoRR https://doi.org/10.48550/arXiv.2606.20303 db/journals/corr/corr2606.html#abs-2606-20303 streams/journals/corr

Lorenzo Arboit Nicolas Chanel Aditya Murali Pietro Mascagni Nicolas Padoy Optimizing Human-Machine Interface for Real-Time AI Support in the Operating Room: the CVS Copilot. 2026 June abs/2606.26886 CoRR https://doi.org/10.48550/arXiv.2606.26886 db/journals/corr/corr2606.html#abs-2606-26886 streams/journals/corr

Pietro Mascagni Lalith Sharan Deepak Alapatt Nicolas Padoy AI for Quality Assurance in the Operating Room. 2026 June abs/2606.30657 CoRR https://doi.org/10.48550/arXiv.2606.30657 db/journals/corr/corr2606.html#abs-2606-30657 streams/journals/corr

Saurav Sharma Maria Vannucci Leonardo Pestana Legori Mario Scaglia Giovanni Guglielmo Laracca Didier Mutter Sergio Alfieri Pietro Mascagni Nicolas Padoy Early operative difficulty assessment in laparoscopic cholecystectomy via snapshot-centric video analysis. 1185-1193 2025 June 20 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-025-03372-7 db/journals/cars/cars20.html#SharmaVLSLMAMP25 streams/journals/cars

Kun Yuan 0004 Vinkle Srivastav Tong Yu 0009 Joël L. Lavanchy Jacques Marescaux Pietro Mascagni Nassir Navab Nicolas Padoy Learning multi-modal representations by watching hundreds of surgical video lectures. 103644 2025 105 Medical Image Anal. https://doi.org/10.1016/j.media.2025.103644 db/journals/mia/mia105.html#YuanSYLMMNP25 streams/journals/mia

Chinedu Innocent Nwoye Rupak Bose Kareem Elgohary Lorenzo Arboit Giorgio Carlino Joël L. Lavanchy Pietro Mascagni Nicolas Padoy Surgical text-to-image generation. 73-80 2025 190 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2025.02.002 db/journals/prl/prl190.html#NwoyeBEACLMP25 streams/journals/prl

Farahdiba Zarin Riccardo Oliva Vinkle Srivastav Armine Vardazaryan Andrea Rosati Alice Zampolini Faustini Giovanni Scambia Anna Fagotti Pietro Mascagni Nicolas Padoy Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment. 358-368 2025 MICCAI (11) https://doi.org/10.1007/978-3-032-05141-7_35 conf/miccai/2025-11 db/conf/miccai/miccai2025-11.html#ZarinOSVRFSFMP25 streams/conf/miccai Britty Baby Vinkle Srivastav Pooja P. Jain Kun Yuan 0004 Pietro Mascagni Nicolas Padoy Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety Recognition. 423-432 2025 MICCAI (11) https://doi.org/10.1007/978-3-032-05141-7_41 conf/miccai/2025-11 db/conf/miccai/miccai2025-11.html#BabySJYMP25 streams/conf/miccai

Saurav Sharma Maria Vannucci Leonardo Pestana Legori Mario Scaglia Giovanni Guglielmo Laracca Didier Mutter Sergio Alfieri Pietro Mascagni Nicolas Padoy Early Operative Difficulty Assessment in Laparoscopic Cholecystectomy via Snapshot-Centric Video Analysis. 2025 February abs/2502.07008 CoRR https://doi.org/10.48550/arXiv.2502.07008 db/journals/corr/corr2502.html#abs-2502-07008 streams/journals/corr

Lorenzo Arboit Dennis N. Schneider Toby Collins Daniel A. Hashimoto Silvana Perretta Bernard Dallemagne Jacques Marescaux EAES Working Group Nicolas Padoy Pietro Mascagni Surgeons Awareness, Expectations, and Involvement with Artificial Intelligence: a Survey Pre and Post the GPT Era. 2025 June abs/2506.08258 CoRR https://doi.org/10.48550/arXiv.2506.08258 db/journals/corr/corr2506.html#abs-2506-08258 streams/journals/corr

Britty Baby Vinkle Srivastav Pooja P. Jain Kun Yuan 0004 Pietro Mascagni Nicolas Padoy Multi-modal Representations for Fine-grained Multi-label Critical View of Safety Recognition. 2025 July abs/2507.05007 CoRR https://doi.org/10.48550/arXiv.2507.05007 db/journals/corr/corr2507.html#abs-2507-05007 streams/journals/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 0001 Pietro Mascagni Daniel A. Hashimoto Guy Rosman Ozanan R. Meireles Nicolas Padoy The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment. 2025 September abs/2509.17100 CoRR https://doi.org/10.48550/arXiv.2509.17100 db/journals/corr/corr2509.html#abs-2509-17100 streams/journals/corr

Lorenzo Arboit Dennis N. Schneider Britty Baby Vinkle Srivastav Pietro Mascagni Nicolas Padoy Endoshare: A Source Available Solution to De-Identify and Manage Surgical Videos. 2025 October abs/2510.20087 CoRR https://doi.org/10.48550/arXiv.2510.20087 db/journals/corr/corr2510.html#abs-2510-20087 streams/journals/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 Expert Consensus-based Video-Based Assessment Tool for Workflow Analysis in Minimally Invasive Colorectal Surgery: Development and Validation of ColoWorkflow. 2025 November abs/2511.10766 CoRR https://doi.org/10.48550/arXiv.2511.10766 db/journals/corr/corr2511.html#abs-2511-10766 streams/journals/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 Artificial Intelligence for the Assessment of Peritoneal Carcinosis during Diagnostic Laparoscopy for Advanced Ovarian Cancer. 2025 December abs/2512.14797 CoRR https://doi.org/10.48550/arXiv.2512.14797 db/journals/corr/corr2512.html#abs-2512-14797 streams/journals/corr

Siddhant Satyanaik Aditya Murali Deepak Alapatt Xin Wang Pietro Mascagni Nicolas Padoy Optimizing latent graph representations of surgical scenes for unseen domain generalization. 1243-1250 2024 June 19 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-024-03121-2 db/journals/cars/cars19.html#SatyanaikMAWMP24

Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter Nicolas Padoy Latent Graph Representations for Critical View of Safety Assessment. 1247-1258 2024 March 43 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2023.3333034 db/journals/tmi/tmi43.html#MuraliAMVGOMP24

Michele Ammendola Giuseppe Massimiliano De Luca Francesca Vescio Nicola de'Angelis Valeria Zuccalà Andrea Balla Umberto Bracale Ludovica Guerriero Giovanni Laracca Vinicio Mosca Domenico Spoletini Monica Ortenzi Diego Cuccurullo Mario Testini Giuseppe Navarra Gabriele Anania Pietro Mascagni Silvia Curcio Giuseppe Currò Mohanad Al Ansari Avatar Surgeon, Digital Pathology and Telementoring: SICE New Technology and Training Research Group Experience. 360-368 2024 XR (2) https://doi.org/10.1007/978-3-031-71704-8_31 conf/avr/2024-2 db/conf/avr/xr2024-2.html#AmmendolaLVdZBBGLMSOCTN24 streams/conf/avr Deepak Alapatt Aditya Murali Vinkle Srivastav Pietro Mascagni Nicolas Padoy Jumpstarting Surgical Computer Vision. 328-338 2024 MICCAI (6) https://doi.org/10.1007/978-3-031-72089-5_31 conf/miccai/2024-6 db/conf/miccai/miccai2024-6.html#AlapattMSMP24 streams/conf/miccai

Siddhant Satyanaik Aditya Murali Deepak Alapatt Xin Wang Pietro Mascagni Nicolas Padoy Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer. 2024 abs/2403.06953 CoRR https://doi.org/10.48550/arXiv.2403.06953 db/journals/corr/corr2403.html#abs-2403-06953

Aditya Murali Pietro Mascagni Didier Mutter Nicolas Padoy CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM. 2024 abs/2407.06795 CoRR https://doi.org/10.48550/arXiv.2407.06795 db/journals/corr/corr2407.html#abs-2407-06795 streams/journals/corr

Chinedu Innocent Nwoye Rupak Bose Kareem Elgohary Lorenzo Arboit Giorgio Carlino Joël L. Lavanchy Pietro Mascagni Nicolas Padoy Surgical Text-to-Image Generation. 2024 abs/2407.09230 CoRR https://doi.org/10.48550/arXiv.2407.09230 db/journals/corr/corr2407.html#abs-2407-09230 streams/journals/corr

Sanat Ramesh Diego Dall'Alba Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Paolo Fiorini Nicolas Padoy TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos. 1665-1672 2023 September 18 Int. J. Comput. Assist. Radiol. Surg. 9 https://doi.org/10.1007/s11548-023-02864-8 db/journals/cars/cars18.html#RameshDGYMMMFP23

Chinedu Innocent Nwoye Deepak Alapatt Tong Yu 0009 Armine Vardazaryan Fangfang Xia Zixuan Zhao Tong Xia Fucang Jia Yuxuan Yang 0007 Hao Wang 0081 Derong Yu Guoyan Zheng Xiaotian Duan Neil Getty Ricardo Sanchez-Matilla Maria Robu Li Zhang 0040 Huabin Chen Jiacheng Wang 0002 Liansheng Wang 0002 Bokai Zhang Beerend G. A. Gerats Sista Raviteja Rachana Sathish Rong Tao Satoshi Kondo Winnie Pang Hongliang Ren 0001 Julian Ronald Abbing Mohammad Hasan Sarhan Sebastian Bodenstedt Nithya Bhasker Bruno Oliveira 0002 Helena R. Torres Li Ling Finn Gaida Tobias Czempiel João L. Vilaça Pedro Morais Jaime C. Fonseca 0001 Ruby Mae Egging Inge Nicole Wijma Chen Qian 0006 Guibin Bian Zhen Li 0026 Velmurugan Balasubramanian Debdoot Sheet Imanol Luengo Yuanbo Zhu Shuai Ding 0001 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 CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. 102803 2023 May 86 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102803 db/journals/mia/mia86.html#NwoyeAYVXZXJYWYZDGSRZCWWZGRSTKPRASB23

Tong Yu 0009 Pietro Mascagni Juan Verde Jacques Marescaux Didier Mutter Nicolas Padoy Live laparoscopic video retrieval with compressed uncertainty. 102866 2023 August 88 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102866 db/journals/mia/mia88.html#YuMVMMP23

Chinedu Innocent Nwoye Tong Yu 0009 Saurav Sharma Aditya Murali Deepak Alapatt Armine Vardazaryan Kun Yuan 0004 Jonas Hajek Wolfgang Reiter Amine Yamlahi Finn-Henri Smidt Xiaoyang Zou Guoyan Zheng Bruno Oliveira 0002 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 0003 Guo Rui Melanie Schellenberg João L. Vilaça Tobias Czempiel Zhenkun Wang 0001 Debdoot Sheet Shrawan Kumar Thapa Max Berniker Patrick Godau Pedro Morais Sudarshan Regmi Thuy Nuong Tran Jaime C. Fonseca 0001 Jan-Hinrich Nölke Estevão Lima Eduard Vazquez Lena Maier-Hein Nassir Navab Pietro Mascagni Barbara Seeliger Cristians Gonzalez Didier Mutter Nicolas Padoy CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. 102888 2023 October 89 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102888 db/journals/mia/mia89.html#NwoyeYSMAVYHRYSZZOTKKHOGLRSPBWRSVCW23

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 0026 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 0008 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 Federated benchmarking of medical artificial intelligence with MedPerf. 799-810 2023 July 5 Nat. Mac. Intell. 7 https://doi.org/10.1038/s42256-023-00652-2 db/journals/natmi/natmi5.html#KarargyrisUSAGWPKZBMCGNRKXBCBEATS23

Hasan Kassem Deepak Alapatt Pietro Mascagni Alexandros Karargyris Nicolas Padoy Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases. 1920-1931 2023 42 IEEE Trans. Medical Imaging 7 https://doi.org/10.1109/TMI.2022.3222126 db/journals/tmi/tmi42.html#KassemAMKP23

Sanat Ramesh Diego Dall'Alba Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Paolo Fiorini Nicolas Padoy Weakly Supervised Temporal Convolutional Networks for Fine-Grained Surgical Activity Recognition. 2592-2602 2023 September 42 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2023.3262847 db/journals/tmi/tmi42.html#RameshDGYMMMFP23

Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter Nicolas Padoy Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning. 647-657 2023 MICCAI (9) https://doi.org/10.1007/978-3-031-43996-4_62 conf/miccai/2023-9 db/conf/miccai/miccai2023-9.html#MuraliAMVGOMP23

Joël L. Lavanchy Armine Vardazaryan Pietro Mascagni AI4SafeChole Consortium Didier Mutter Nicolas Padoy Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos. 2023 abs/2301.07053 CoRR https://doi.org/10.48550/arXiv.2301.07053 db/journals/corr/corr2301.html#abs-2301-07053

Chinedu Innocent Nwoye Tong Yu 0009 Saurav Sharma Aditya Murali Deepak Alapatt Armine Vardazaryan Kun Yuan 0004 Jonas Hajek Wolfgang Reiter Amine Yamlahi Finn-Henri Smidt Xiaoyang Zou Guoyan Zheng Bruno Oliveira 0002 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 0003 Guo Rui Melanie Schellenberg João L. Vilaça Tobias Czempiel Zhenkun Wang 0001 Debdoot Sheet Shrawan Kumar Thapa Max Berniker Patrick Godau Pedro Morais Sudarshan Regmi Thuy Nuong Tran Jaime C. Fonseca 0001 Jan-Hinrich Nölke Estevão Lima Eduard Vazquez Lena Maier-Hein Nassir Navab Pietro Mascagni Barbara Seeliger Cristians Gonzalez Didier Mutter Nicolas Padoy CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. 2023 abs/2302.06294 CoRR https://doi.org/10.48550/arXiv.2302.06294 db/journals/corr/corr2302.html#abs-2302-06294

Sanat Ramesh Diego Dall'Alba Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Paolo Fiorini Nicolas Padoy Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition. 2023 abs/2302.10834 CoRR https://doi.org/10.48550/arXiv.2302.10834 db/journals/corr/corr2302.html#abs-2302-10834

Kun Yuan 0004 Vinkle Srivastav Tong Yu 0009 Joël L. Lavanchy Pietro Mascagni Nassir Navab Nicolas Padoy Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures. 2023 abs/2307.15220 CoRR https://doi.org/10.48550/arXiv.2307.15220 db/journals/corr/corr2307.html#abs-2307-15220

Deepak Alapatt Aditya Murali Vinkle Srivastav Pietro Mascagni AI4SafeChole Consortium Nicolas Padoy Jumpstarting Surgical Computer Vision. 2023 abs/2312.05968 CoRR https://doi.org/10.48550/arXiv.2312.05968 db/journals/corr/corr2312.html#abs-2312-05968

Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter Nicolas Padoy Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning. 2023 abs/2312.06829 CoRR https://doi.org/10.48550/arXiv.2312.06829 db/journals/corr/corr2312.html#abs-2312-06829

Jean-Paul Mazellier Antoine Boujon Méline Bour-Lang Maël Erharhd Julien Waechter Emilie Wernert Pietro Mascagni Nicolas Padoy MOSaiC: a Web-based Platform for Collaborative Medical Video Assessment and Annotation. 2023 abs/2312.08593 CoRR https://doi.org/10.48550/arXiv.2312.08593 db/journals/corr/corr2312.html#abs-2312-08593

Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Guido Costamagna Didier Mutter Jacques Marescaux Bernard Dallemagne Nicolas Padoy The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark. 2023 abs/2312.12429 CoRR https://doi.org/10.48550/arXiv.2312.12429 db/journals/corr/corr2312.html#abs-2312-12429

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 0001 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 0001 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 Surgical data science - from concepts toward clinical translation. 102306 2022 76 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102306 https://www.wikidata.org/entity/Q125341039 db/journals/mia/mia76.html#Maier-HeinESMCM22

Chinedu Innocent Nwoye Tong Yu 0009 Cristians Gonzalez Barbara Seeliger Pietro Mascagni Didier Mutter Jacques Marescaux Nicolas Padoy Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos. 102433 2022 78 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102433 db/journals/mia/mia78.html#NwoyeYGSMMMP22

Kyle Lam Michael D. Abràmoff José M. Balibrea Steven M. Bishop Richard R. Brady Rachael Callcut Manish Chand Justin Collins Markus K. Diener Matthias Eisenmann Kelly Fermont Manoel Galvao Neto Gregory D. Hager Robert J. Hinchliffe Alan Horgan Pierre Jannin Alexander Langerman Kartik Logishetty Amit Mahadik Lena Maier-Hein Esteban Martín Antona Pietro Mascagni Ryan K. Mathew Beat P. Müller-Stich Thomas Neumuth Felix Nickel Adrian Park 0003 Gianluca Pellino Frank Rudzicz Sam Shah Mark Slack Myles J. Smith Naeem Soomro Stefanie Speidel Danail Stoyanov Henry S. Tilney Martin Wagner 0001 Ara Darzi James Kinross Sanjay Purkayastha A Delphi consensus statement for digital surgery. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00641-6 db/journals/npjdm/npjdm5.html#LamABBBCCCDEFNH22

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 Computer vision in surgery: from potential to clinical value. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00707-5 db/journals/npjdm/npjdm5.html#MascagniASAMWAR22

Tong Yu 0009 Pietro Mascagni Juan Verde Jacques Marescaux Didier Mutter Nicolas Padoy Live Laparoscopic Video Retrieval with Compressed Uncertainty. 2022 abs/2203.04301 CoRR https://doi.org/10.48550/arXiv.2203.04301 db/journals/corr/corr2203.html#abs-2203-04301

Hasan Kassem Deepak Alapatt Pietro Mascagni AI4SafeChole Consortium Alexandros Karargyris Nicolas Padoy Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases. 2022 abs/2203.07345 CoRR https://doi.org/10.48550/arXiv.2203.07345 db/journals/corr/corr2203.html#abs-2203-07345

Chinedu Innocent Nwoye Deepak Alapatt Tong Yu 0009 Armine Vardazaryan Fangfang Xia Zixuan Zhao Tong Xia Fucang Jia Yuxuan Yang 0007 Hao Wang 0081 Derong Yu Guoyan Zheng Xiaotian Duan Neil Getty Ricardo Sanchez-Matilla Maria Robu Li Zhang 0040 Huabin Chen Jiacheng Wang 0002 Liansheng Wang 0002 Bokai Zhang Beerend G. A. Gerats Sista Raviteja Rachana Sathish Rong Tao Satoshi Kondo Winnie Pang Hongliang Ren 0001 Julian Ronald Abbing Mohammad Hasan Sarhan Sebastian Bodenstedt Nithya Bhasker Bruno Oliveira 0002 Helena R. Torres Li Ling Finn Gaida Tobias Czempiel João L. Vilaça Pedro Morais Jaime C. Fonseca 0001 Ruby Mae Egging Inge Nicole Wijma Chen Qian 0006 Guibin Bian Zhen Li 0026 Velmurugan Balasubramanian Debdoot Sheet Imanol Luengo Yuanbo Zhu Shuai Ding 0001 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 CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. 2022 abs/2204.04746 CoRR https://doi.org/10.48550/arXiv.2204.04746 db/journals/corr/corr2204.html#abs-2204-04746

Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter Nicolas Padoy Latent Graph Representations for Critical View of Safety Assessment. 2022 abs/2212.04155 CoRR https://doi.org/10.48550/arXiv.2212.04155 db/journals/corr/corr2212.html#abs-2212-04155

Pietro Mascagni Deepak Alapatt Alfonso Lapergola Armine Vardazaryan Jean-Paul Mazellier Bernard Dallemagne Didier Mutter Nicolas Padoy Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation. 2022 abs/2212.06809 CoRR https://doi.org/10.48550/arXiv.2212.06809 db/journals/corr/corr2212.html#abs-2212-06809

Sanat Ramesh Diego Dall'Alba Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Paolo Fiorini Nicolas Padoy Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures. 1111-1119 2021 16 Int. J. Comput. Assist. Radiol. Surg. 7 https://doi.org/10.1007/s11548-021-02388-z https://www.wikidata.org/entity/Q112690650 db/journals/cars/cars16.html#RameshDGYMMMFP21

Sanat Ramesh Diego Dall'Alba Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Paolo Fiorini Nicolas Padoy Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures. 2021 abs/2102.12218 CoRR https://arxiv.org/abs/2102.12218 db/journals/corr/corr2102.html#abs-2102-12218

Pietro Mascagni Deepak Alapatt Alain Garcia Nariaki Okamoto Armine Vardazaryan Guido Costamagna Bernard Dallemagne Nicolas Padoy Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety. 2021 abs/2106.10916 CoRR https://arxiv.org/abs/2106.10916 db/journals/corr/corr2106.html#abs-2106-10916

Chinedu Innocent Nwoye Tong Yu 0009 Cristians Gonzalez Barbara Seeliger Pietro Mascagni Didier Mutter Jacques Marescaux Nicolas Padoy Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos. 2021 abs/2109.03223 CoRR https://arxiv.org/abs/2109.03223 db/journals/corr/corr2109.html#abs-2109-03223

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 MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. 2021 abs/2110.01406 CoRR https://arxiv.org/abs/2110.01406 db/journals/corr/corr2110.html#abs-2110-01406

Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter Jacques Marescaux Guido Costamagna Bernard Dallemagne Nicolas Padoy Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation. 2021 abs/2112.13815 CoRR https://arxiv.org/abs/2112.13815 db/journals/corr/corr2112.html#abs-2112-13815

Valentin Bencteux Güinther Saibro Eran Shlomovitz Pietro Mascagni Silvana Perretta Alexandre Hostettler Jacques Marescaux Toby Collins Automatic task recognition in a flexible endoscopy benchtop trainer with semi-supervised learning. 1585-1595 2020 15 Int. J. Comput. Assist. Radiol. Surg. 9 https://doi.org/10.1007/s11548-020-02208-w https://www.wikidata.org/entity/Q96766905 db/journals/cars/cars15.html#BencteuxSSMPHMC20

Chinedu Innocent Nwoye Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Nicolas Padoy Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets. 364-374 2020 MICCAI (3) https://doi.org/10.1007/978-3-030-59716-0_35 conf/miccai/2020-3 db/conf/miccai/miccai2020-3.html#NwoyeGYMMMP20

Chinedu Innocent Nwoye Cristians Gonzalez Tong Yu 0009 Pietro Mascagni Didier Mutter Jacques Marescaux Nicolas Padoy Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets. 2020 abs/2007.05405 CoRR https://arxiv.org/abs/2007.05405 db/journals/corr/corr2007.html#abs-2007-05405

Deepak Alapatt Pietro Mascagni Vinkle Srivastav Nicolas Padoy Artificial Intelligence in Surgery: Neural Networks and Deep Learning. 2020 abs/2009.13411 CoRR https://arxiv.org/abs/2009.13411 db/journals/corr/corr2009.html#abs-2009-13411

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 0001 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 0001 Gregory D. Hager Thomas Neumuth Nicolas Padoy Pierre Jannin Stefanie Speidel Surgical Data Science - from Concepts to Clinical Translation. 2020 abs/2011.02284 CoRR https://arxiv.org/abs/2011.02284 db/journals/corr/corr2011.html#abs-2011-02284

Julian Ronald Abbing Abubakar Abid Michael D. Abràmoff Deepak Alapatt Jacob Albrecht Julia Alekseenko Sergio Alfieri Adnan Alseidi Maria S. Altieri Michele Ammendola Gabriele Anania Mohanad Al Ansari Esteban Martín Antona Lorenzo Arboit Alejandro Aristizabal Jakob-Anton Aschenbrenner Mark M. Awad Britty Baby Ujjwal Baid Spyridon Bakas Srini Bala Velmurugan Balasubramanian Ludovica Baldari José M. Balibrea Andrea Balla Yutong Ban Nabani Banik Valentin Bencteux Timothy Bergquist Max Berniker Daniel J. Beutel Nithya Bhasker Binod Bhattarai Guibin Bian Steven M. Bishop Victor Bittorf Sebastian Bodenstedt Luigi Boni Rupak Bose Ivo Boskoski Antoine Boujon Méline Bour-Lang Umberto Bracale Richard R. Brady Rachael Callcut Giorgio Carlino Manish Chand Nicolas Chanel Akshay Chaudhari Huabin Chen Sarah Choksi Alexander Chowdhury Verena Chung Kevin Cleary Cody Coleman Justin Collins Toby Collins 2024 CVS Challenge Consortium AI4SafeChole Consortium Guido Costamagna Diego Cuccurullo Silvia Curcio Giuseppe Currò Tobias Czempiel Diego Dall'Alba Bernard Dallemagne Ara Darzi Nicola de'Angelis Bala Desinghu Gregory Frederick DiamosGregory F. Diamos Markus K. Diener Dimitrios Dimitriadis Shuai Ding 0001 Xiaotian Duan Debojyoti DuttaDebo Dutta Jennifer A. Eckhoff James A. Eddy Ruby Mae Egging Matthias Eisenmann Kareem Elgohary Maël Erharhd Anna Fagotti Johannes Fallert Alice Zampolini Faustini Diane Feddema Kelly Fermont Hubertus FeußnerHubertus Feussner Gabor Fichtinger Filippo Filicori Claudio Fiorillo Paolo Fiorini Jaime C. Fonseca 0001 Germain Forestier Huazhu Fu Grigori Fursin Finn Gaida Alain Garcia Johnu George Beerend G. A. Gerats Neil Getty Stamatia Giannarou Bernard Gibaud Ines Gockel Patrick Godau Jan Goedeke Marta Goglia Rick Siow Mong Goh Cristians Gonzalez Teodor P. Grantcharov CompSurg Colorectal Experts Group EAES Working Group Ludovica Guerriero Shuangchun Gui Junyi Guo Gregory D. Hager Jonas Hajek Daniel A. Hashimoto Makoto Hashizume Doreen Heckmann-Nötzel Robert J. Hinchliffe Felix Holm Alan Horgan Alexandre Hostettler Jeremy P. Howard Xinyuan Huang Mobarakol Islam Pooja P. Jain Pierre Jannin Alexander Jenke Fucang Jia Jason M. Johnson Luc Joyeux David Kanter Nicolas Elini van der Kar Alexandros Karargyris Satoshi Kasai Satyananda Kashyap Hasan Kassem Deborah S. Keller Hannes KenngottHannes Götz Kenngott Ron Kikinis James Kinross Satoshi Kondo Seenivasan LalithkumarLalithkumar Seenivasan Kyle Lam Nicholas D. Lane Alexander Langerman Alfonso Lapergola Giovanni Guglielmo LaraccaGiovanni Laracca Joël L. Lavanchy Daniel Richard Leff Leonardo Pestana Legori Han Li Quanzheng Li Shi Li Xiang Li 0001 Zhen Li 0026 Estevão Lima Li Ling Yong Liu 0026 Massimo Loda Kartik Logishetty Giuseppe Massimiliano De Luca Imanol Luengo Zhiliang Lyu Amin Madani Amit Mahadik Lena Maier-Hein Indranil Mallick Anand Malpani Luigi Marchionni Hani J. Marcus Jacques Marescaux Keno März Giuseppe Massimiani Ryan K. Mathew Peter Mattson Jean-Paul Mazellier Virendra Mehta Ozanan R. Meireles Geralyn Miller Cassiano Ferro Moraes Pedro Morais Salvador Morales-Conde Vinicio Mosca Beat P. Müller-StichBeat Peter Müller-Stich Lars Mündermann Aditya Murali Didier Mutter Hirenkumar Nakawala Sahil S. Nalawade Vivek Natarajan Nassir Navab Giuseppe Navarra Manoel Galvao Neto Thomas Neumuth Felix Nickel Nikola Nikolov Jan-Hinrich Nölke Chinedu Innocent Nwoye Nariaki Okamoto Riccardo Oliva Bruno Oliveira 0002 Sinan Onogur Monica Ortenzi Ege Özsoy Nicolas Padoy Winnie Pang Adrian Park 0001 Adrian Park 0003 Sarthak Pati Gennady Pekhimenko Gianluca Pellino Silvana Perretta Pranav Poudel N. Prakash 0001Prakash Narayana Moorthy Sreekar Reddy Puchala Carla M. Pugh Sanjay Purkayastha Chen Qian 0006 Yiming Qian Sanat Ramesh Sista Raviteja Jay A. Redan Vijay Janapa Reddi Sudarshan Regmi G. Anthony Reina Wolfgang Reiter Hongliang Ren 0001 Pablo Ribalta Biagio Ricciuti Maria Robu Andrea Rosati Jacob Rosenthal Michael Rosenthal Guy Rosman Tobias Roß Frank Rudzicz Guo Rui Güinther Saibro Soujanya Samineni Ricardo Sanchez-Matilla Omar Sanseviero Mohammad Hasan Sarhan Duygu Sarikaya Rachana Sathish Siddhant Satyanaik Mario Scaglia Giovanni Scambia Melanie Schellenberg Dennis N. Schneider Barbara Seeliger Alexander Seitel Eshna Sengupta Luca Sestini Prashant Shah Sam Shah Lalith Sharan Saurav Sharma Debdoot Sheet Micah J. Sheller Eran Shlomovitz Gianfranco Silecchia Abhishek Singh Mark Slack Finn-Henri Smidt Myles J. Smith Naeem Soomro Stefanie Speidel Domenico Spoletini Vinkle Srivastav Danail Stoyanov Raphael Sznitman David Talby Rong Tao Russell H. Taylor Dogu Teber Mario Testini Shrawan Kumar Thapa Jayaraman J. Thiagarajan Henry S. Tilney Minu TizabiMinu Dietlinde Tizabi Helena R. Torres Thuy Nuong Tran Lewis Tunstall Frank Ückert Renato Umeton Maria Vannucci Armine Vardazaryan Eduard Vazquez S. Swaroop Vedula Juan Verde Francesca Vescio João L. Vilaça Nunzia Del Villano Julien Waechter Martin Wagner 0001 Hao Wang 0081 Jiacheng Wang 0002 Liansheng Wang 0002 Xin Wang Zhenkun Wang 0001 Ziheng Wang 0003 Yusuke Watanabe Emilie Wernert Inge Nicole Wijma Thomas Wolf 0008 Anna Wuest Maria Xenochristou Fangfang Xia Tong Xia Daguang Xu Mengya Xu Xinxing Xu Poonam Yadav Amine Yamlahi Kunyi Yang Yuxuan Yang 0007 Derong Yu Tong Yu 0009 Kun Yuan 0004 Farahdiba Zarin Maximilian Zenk Bokai Zhang Li Zhang 0040 Zixuan Zhao Guoyan Zheng Yuanbo Zhu Xiaoyang Zou Valeria Zuccalà