Objective evaluation of laparoscopic surgical skills in wet lab training based on motion analysis and machine learning.

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作者： Koki,Ebina ^[1] ; Takashige,Abe ^[2] ; Kiyohiko,Hotta ^[3] ; Madoka,Higuchi ^[3] ; Jun,Furumido ^[3] ; Naoya,Iwahara ^[3] ; Masafumi,Kon ^[3] ; Kou,Miyaji ^[1] ; Sayaka,Shibuya ^[1] ; Yan,Lingbo ^[1] ; Shunsuke,Komizunai ^[1] ; Yo,Kurashima ^[4] ; Hiroshi,Kikuchi ^[3] ; Ryuji,Matsumoto ^[3] ; Takahiro,Osawa ^[3] ; Sachiyo,Murai ^[3] ; Teppei,Tsujita ^[5] ; Kazuya,Sase ^[6] ; Xiaoshuai,Chen ^[7] ; Atsushi,Konno ^[1] ; Nobuo,Shinohara ^[3]

作者单位： Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan. ^[1] Department of Urology, Hokkaido University Graduate School of Medicine, North-15, West-7, North Ward, Sapporo, 060-8638, Japan. takataka@rf6.so-net.ne.jp. ^[2] Department of Urology, Hokkaido University Graduate School of Medicine, North-15, West-7, North Ward, Sapporo, 060-8638, Japan. ^[3] Hokkaido University Clinical Simulation Center, Hokkaido University Graduate School of Medicine, Sapporo, Japan. ^[4] Department of Mechanical Engineering, National Defense Academy of Japan, Yokosuka, 239-8686, Japan. ^[5] Department of Mechanical Engineering and Intelligent Systems, Tohoku Gakuin University, Tagajo, 985-8537, Japan. ^[6] Graduate School of Science and Technology, Hirosaki University, Hirosaki, 036-8561, Japan. ^[7]

关键词 Laparoscopic surgery Machine learning Motion capture Simulation training Surgical education

主题词动物(Animals);临床工作能力(Clinical Competence);女(雌)性(Female);人类(Humans);实习医师和住院医师职务(Internship and Residency);腹腔镜检查(Laparoscopy);猪(Swine)

DOI 10.1007/s00423-022-02505-9

PMID 35394212

发布时间 2022-08-26

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准确一般字义偏差语意偏离译文作用小提交