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Computer Assisted Surgery Volume 26, 2021 - Issue 1

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Challenges in surgical video annotation

Thomas M. Warda Surgical AI & Innovation Laboratory, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA

Danyal M. Ferb Department of Surgery, University of California San Francisco East Bay, Hayward, CA, USA

Yutong Bana Surgical AI & Innovation Laboratory, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA;c Distributed Robotics Laboratory, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA

Guy Rosmana Surgical AI & Innovation Laboratory, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA;c Distributed Robotics Laboratory, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA

Ozanan R. Meirelesa Surgical AI & Innovation Laboratory, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA

Daniel A. Hashimotoa Surgical AI & Innovation Laboratory, Department of Surgery, Massachusetts General Hospital, Boston, MA, USACorrespondence[email protected]

Pages 58-68 | Published online: 14 Jun 2021

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https://doi.org/10.1080/24699322.2021.1937320
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J. A. Eckhoff, Y. Ban, G. Rosman, D. T. Müller, D. A. Hashimoto, E. Witkowski, B. Babic, D. Rus, C. Bruns, H. F. Fuchs & O. Meireles. (2023) TEsoNet: knowledge transfer in surgical phase recognition from laparoscopic sleeve gastrectomy to the laparoscopic part of Ivor–Lewis esophagectomy. Surgical Endoscopy.
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Joël L. Lavanchy, Cristians Gonzalez, Hasan Kassem, Philipp C. Nett, Didier Mutter & Nicolas Padoy. (2022) Proposal and multicentric validation of a laparoscopic Roux-en-Y gastric bypass surgery ontology. Surgical Endoscopy 37:3, pages 2070-2077.
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Danyal Fer, Bokai Zhang, Rami Abukhalil, Varun Goel, Bharti Goel, Jocelyn Barker, Bindu Kalesan, Irene Barragan, Mary Lynn Gaddis & Pablo Garcia Kilroy. (2023) An artificial intelligence model that automatically labels roux-en-Y gastric bypasses, a comparison to trained surgeon annotators. Surgical Endoscopy.
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Pierre F. Baldi, Sherif Abdelkarim, Junze Liu, Josiah K. To, Marialejandra Diaz Ibarra & Andrew W. Browne. (2023) Vitreoretinal Surgical Instrument Tracking in Three Dimensions Using Deep Learning. Translational Vision Science & Technology 12:1, pages 20.
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Pieter De Backer, Jennifer A. Eckhoff, Jente Simoens, Dolores T. Müller, Charlotte Allaeys, Heleen Creemers, Amélie Hallemeesch, Kenzo Mestdagh, Charles Van Praet, Charlotte Debbaut, Karel Decaestecker, Christiane J. Bruns, Ozanan Meireles, Alexandre Mottrie & Hans F. Fuchs. (2022) Multicentric exploration of tool annotation in robotic surgery: lessons learned when starting a surgical artificial intelligence project. Surgical Endoscopy 36:11, pages 8533-8548.
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Andrea Moglia, Konstantinos Georgiou, Luca Morelli, Konstantinos Toutouzas, Richard M. Satava & Alfred Cuschieri. (2022) Breaking down the silos of artificial intelligence in surgery: glossary of terms. Surgical Endoscopy 36:11, pages 7986-7997.
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Samy Cheikh Youssef, Nadine Hachach-Haram, Abdullatif Aydin, Taimur T. Shah, Nikhil Sapre, Rajesh Nair, Sonpreet Rai & Prokar Dasgupta. (2022) Video labelling robot-assisted radical prostatectomy and the role of artificial intelligence (AI): training a novice. Journal of Robotic Surgery 17:2, pages 695-701.
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Matthew J. Wu, Renata M. Knoll, Karim Bouhadjer, Aaron K. Remenschneider & Elliott D. Kozin. (2022) Educational Quality of YouTube Cholesteatoma Surgery Videos: Areas for Improvement. OTO Open 6:4.
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Mark Rodrigues, Michael Mayo & Panos Patros. (2022) Surgical Tool Datasets for Machine Learning Research: A Survey. International Journal of Computer Vision 130:9, pages 2222-2248.
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Giuseppe Quero, Pietro Mascagni, Fiona R. Kolbinger, Claudio Fiorillo, Davide De Sio, Fabio Longo, Carlo Alberto Schena, Vito Laterza, Fausto Rosa, Roberta Menghi, Valerio Papa, Vincenzo Tondolo, Caterina Cina, Marius Distler, Juergen Weitz, Stefanie Speidel, Nicolas Padoy & Sergio Alfieri. (2022) Artificial Intelligence in Colorectal Cancer Surgery: Present and Future Perspectives. Cancers 14:15, pages 3803.
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Yutong Ban, Guy Rosman, Jennifer A. Eckhoff, Thomas M. Ward, Daniel A. Hashimoto, Taisei Kondo, Hidekazu Iwaki, Ozanan R. Meireles & Daniela Rus. (2022) SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery. IEEE Robotics and Automation Letters 7:2, pages 5741-5748.
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Daichi Kitaguchi, Yusuke Watanabe, Amin Madani, Daniel A. Hashimoto, Ozanan R. Meireles, Nobuyoshi Takeshita, Kensaku Mori & Masaaki Ito. (2022) Artificial Intelligence for Computer Vision in Surgery. Annals of Surgery 275:4, pages e609-e611.
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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 Pugh, Danail Stoyanov, Swaroop S. Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes G. Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu D. Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel R. Leff, Amin Madani, Hani J. Marcus, Ozanan Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin & Stefanie Speidel. (2022) Surgical data science – from concepts toward clinical translation. Medical Image Analysis 76, pages 102306.
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Wolfgang Schröder, Suzanne S. Gisbertz, Daan M. Voeten, Christian A. Gutschow, Hans F. Fuchs & Mark I. van Berge Henegouwen. (2021) Surgical Therapy of Esophageal Adenocarcinoma—Current Standards and Future Perspectives. Cancers 13:22, pages 5834.
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Ozanan R. Meireles, Guy Rosman, Maria S. Altieri, Lawrence Carin, Gregory Hager, Amin Madani, Nicolas Padoy, Carla M. Pugh, Patricia Sylla, Thomas M. Ward & Daniel A. Hashimoto. (2021) SAGES consensus recommendations on an annotation framework for surgical video. Surgical Endoscopy 35:9, pages 4918-4929.
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