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Research Article

LapFormer: surgical tool detection in laparoscopic surgical video using transformer architecture

Pages 302-307 | Received 16 Sep 2020, Accepted 07 Oct 2020, Published online: 21 Oct 2020

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Read on this site (2)

Bokai Zhang, Darrick Sturgeon, Arjun Ravi Shankar, Varun Kejriwal Goel, Jocelyn Barker, Amer Ghanem, Philip Lee, Meghan Milecky, Natalie Stottler & Svetlana Petculescu. (2023) Surgical instrument recognition for instrument usage documentation and surgical video library indexing. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 11:4, pages 1064-1072.
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Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao & Guoyan Zheng. (2023) ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 11:4, pages 1012-1018.
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Articles from other publishers (7)

Constantinos Loukas, Athanasios Gazis & Dimitrios Schizas. (2022) Multiple instance convolutional neural network for gallbladder assessment from laparoscopic images. The International Journal of Medical Robotics and Computer Assisted Surgery 18:6.
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Athanasios Gazis, Pantelis Karaiskos & Constantinos Loukas. (2022) Surgical Gesture Recognition in Laparoscopic Tasks Based on the Transformer Network and Self-Supervised Learning. Bioengineering 9:12, pages 737.
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Kyle Lam, Frank P.-W. Lo, Yujian AnAra Darzi, James M. KinrossSanjay PurkayasthaBenny Lo. (2022) Deep Learning for Instrument Detection and Assessment of Operative Skill in Surgical Videos. IEEE Transactions on Medical Robotics and Bionics 4:4, pages 1068-1071.
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Kristina Basiev, Adam Goldbraikh, Carla M. Pugh & Shlomi Laufer. (2022) Open surgery tool classification and hand utilization using a multi-camera system. International Journal of Computer Assisted Radiology and Surgery 17:8, pages 1497-1505.
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Yuying Liu, Zijian Zhao, Pan Shi & Feng Li. (2022) Towards Surgical Tools Detection and Operative Skill Assessment Based on Deep Learning. IEEE Transactions on Medical Robotics and Bionics 4:1, pages 62-71.
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Natalia Valderrama, Paola Ruiz Puentes, Isabela Hernández, Nicolás Ayobi, Mathilde Verlyck, Jessica Santander, Juan Caicedo, Nicolás Fernández & Pablo Arbeláez. 2022. Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 442 452 .
Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong Tae Kim, Benjamin Busam & Nassir Navab. 2021. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 604 614 .

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