Laparoscopic distal gastrectomy skill evaluation from video: a new artificial intelligence-based instrument identification system

The advent of Artificial Intelligence (AI)-based object detection technology has made identification of position coordinates of surgical instruments from videos possible. This study aimed to find kinematic differences by surgical skill level. An AI algorithm was developed to identify X and Y coordin...

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Bibliographic Details
Published in:	Scientific Reports Vol. 14; no. 1; pp. 12432 - 8
Main Authors:	Matsumoto, Shiro, Kawahira, Hiroshi, Fukata, Kyohei, Doi, Yasunori, Kobayashi, Nao, Hosoya, Yoshinori, Sata, Naohiro
Format:	Journal Article
Language:	English
Published:	London Springer Science and Business Media LLC 30.05.2024 Nature Publishing Group UK Nature Publishing Group Nature Portfolio
Subjects:	692/308 692/4020 Algorithms Artificial Intelligence Biomechanical Phenomena Clinical Competence Female Gastrectomy Gastrectomy - methods Gastrointestinal surgery Humanities and Social Sciences Humans Kinematics Laparoscopy Laparoscopy - methods Male Medical instruments Medicine multidisciplinary Q R ROC Curve Science Science (multidisciplinary) Surgeons Video Recording - methods
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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