A surgical instrument motion measurement system for skill evaluation in practical laparoscopic surgery training.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2024
Historique:
received: 24 08 2023
accepted: 04 06 2024
medline: 25 6 2024
pubmed: 25 6 2024
entrez: 25 6 2024
Statut: epublish

Résumé

This study developed and validated a surgical instrument motion measurement system for skill evaluation during practical laparoscopic surgery training. Owing to the various advantages of laparoscopic surgery including minimal invasiveness, this technique has been widely used. However, expert surgeons have insufficient time for providing training to beginners due to the shortage of surgeons and limited working hours. Skill transfer efficiency has to be improved for which there is an urgent need to develop objective surgical skill evaluation methods. Therefore, a simple motion capture-based surgical instrument motion measurement system that could be easily installed in an operating room for skill assessment during practical surgical training was developed. The tip positions and orientations of the instruments were calculated based on the marker positions attached to the root of the instrument. Because the patterns of these markers are individual, this system can track multiple instruments simultaneously and detect exchanges. However due to the many obstacles in the operating room, the measurement data included noise and outliers. In this study, the effect of this decrease in measurement accuracy on feature calculation was determined. Accuracy verification experiments were conducted during wet-lab training to demonstrate the capability of this system to measure the motion of surgical instruments with practical accuracy. A surgical training experiment on a cadaver was conducted, and the motions of six surgical instruments were measured in 36 cases of laparoscopic radical nephrectomy. Outlier removal and smoothing methods were also developed and applied to remove the noise and outliers in the obtained data. The questionnaire survey conducted during the experiment confirmed that the measurement system did not interfere with the surgical operation. Thus, the proposed system was capable of making reliable measurements with minimal impact on surgery. The system will facilitate surgical education by enabling the evaluation of skill transfer of surgical skills.

Identifiants

pubmed: 38917181
doi: 10.1371/journal.pone.0305693
pii: PONE-D-23-27331
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0305693

Informations de copyright

Copyright: © 2024 Ebina et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

Auteurs

Koki Ebina (K)

Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan.

Takashige Abe (T)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Lingbo Yan (L)

Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan.

Kiyohiko Hotta (K)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Toshiaki Shichinohe (T)

Department of Gastroenterological Surgery II, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Madoka Higuchi (M)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Naoya Iwahara (N)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Yukino Hosaka (Y)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Shigeru Harada (S)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Hiroshi Kikuchi (H)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Haruka Miyata (H)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Ryuji Matsumoto (R)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Takahiro Osawa (T)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Yo Kurashima (Y)

Clinical Simulation Center, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Masahiko Watanabe (M)

Department of Anatomy, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Masafumi Kon (M)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Sachiyo Murai (S)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Shunsuke Komizunai (S)

Faculty of Engineering and Design, Kagawa University, Takamatsu, Japan.

Teppei Tsujita (T)

Department of Mechanical Engineering, National Defense Academy of Japan, Yokosuka, Japan.

Kazuya Sase (K)

Department of Mechanical Engineering and Intelligent Systems, Tohoku Gakuin University, Sendai, Japan.

Xiaoshuai Chen (X)

Graduate School of Science and Technology, Hirosaki University, Hirosaki, Japan.

Taku Senoo (T)

Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan.

Nobuo Shinohara (N)

Department of Renal and Genitourinary Surgery, Faculty of Medicine, Hokkaido University, Sapporo, Japan.

Atsushi Konno (A)

Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan.

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