Art

J-GLOBAL ID：201902271396216001   Reference number：19A1953714

Feasibility of an AI-Based Measure of the Hand Motions of Expert and Novice Surgeons

エキスパートおよび初心者外科医の手運動のAIベース測定の実現可能性【JST・京大機械翻訳】

Author (9)： Uemura Munenori (Department of Advanced Medical Initiatives, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan) ,  Tomikawa Morimasa (Department of Advanced Medical Initiatives, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan) ,  Miao Tiejun ( TAOS Institute, Tokyo, Japan) ,  Souzaki Ryota ( Department of Advanced Medicine and Innovative Technology, Kyushu University Hospital, Fukuoka, Japan) ,  Ieiri Satoshi ( Department of Advanced Medicine and Innovative Technology, Kyushu University Hospital, Fukuoka, Japan) ,  Akahoshi Tomohiko (Department of Advanced Medical Initiatives, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan) ,  Lefor Alan K. (Department of Advanced Medical Initiatives, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan) ,  Hashizume Makoto (Department of Advanced Medical Initiatives, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan) ,  Hashizume Makoto ( Department of Advanced Medicine and Innovative Technology, Kyushu University Hospital, Fukuoka, Japan)
Material： Computational and Mathematical Methods in Medicine (Web)
Volume： 2018  Page： Null  Publication year： 2018 
JST Material Number： U7693A  ISSN： 1748-670X  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： This study investigated whethe...

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Thesaurus term： neural network(biomodel) ,  optimization ,  magnetics ,  celioscope ,  *surgery ,  artificial intelligence system ,  sensor ,  neural network(network)
Semi thesaurus term： 訓練データ ,  カオスニューラルネットワーク ,  *外科医 ,  *初心者 , 【Automatic Indexing@JST】

JST classification (4)： Surgical operation  (GC07040B) ,  Medical education  (GA01040F) ,  Man-machine system  (IB03000G) ,  Surgical treatment for tumors  (GE03033T)

Reference (16)：

• M. Uemura, P. Jannin, M. Yamashita, M. Tomikawa, T. Akahoshi, S. Obata, R. Souzaki, S. Ieiri, M. Hashizume, "Procedural surgical skill assessment in laparoscopic training environments," International Journal for Computer Assisted Radiology and Surgery, vol. 11, no. 4, pp. 543-552, 2016.
• T. Mori, T. Kimura, M. Kitajima, "Skill accreditation system for laparoscopic gastroenterologic surgeons in Japan," Minimally Invasive Therapy & Allied Technologies, vol. 19, no. 1, pp. 18-23, 2010.
• J. Solis, N. Oshima, H. Ishii, N. Matsuoka, K. Hatake, A. Takanishi, "Towards understanding the suture/ligature skills during the training process using WKS-2RII," International Journal for Computer Assisted Radiology and Surgery, vol. 3, no. 3-4, pp. 231-239, 2008.
• G. Forestier, F. Lalys, L. Riffaud, B. Trelhu, P. Jannin, "Classification of surgical processes using dynamic time warping," Journal of Biomedical Informatics, vol. 45, no. 2, pp. 255-264, 2012.
• M. Uemura, M. Yamashita, M. Tomikawa, S. Obata, R. Souzaki, S. Ieiri, K. Ohuchida, N. Matsuoka, T. Katayama, M. Hashizume, "Objective assessment of the suture ligature method for the laparoscopic intestinal anastomosis model using a new computerized system," Surgical Endoscopy, vol. 29, no. 2, pp. 444-452, 2015.

Terms in the title (7)： エキスパート ,  初心者 ,  外科 ,  手 ,  運動 ,  AI ,  実現可能性