External validation of a motion capture-based surgical skill assessment system in laparoscopic simulation training environments
Our real-time feedback system was viewed favorably by the participants, and the ML algorithm was a reliable method, especially the predicted GOALS score. This system could facilitate objective performance assessment, enhance simulation-based training efficacy, and potentially accelerate surgical skill acquisition.
Authors
- Xiaoshuai Chen (ORCID: https://orcid.org/0000-0002-7402-5900)
- Kiyohiko Hotta (ORCID: https://orcid.org/0000-0002-8080-5962)
- Nobuo Shinohara (ORCID: https://orcid.org/0000-0002-6695-294X)
- Kazuya Sase (ORCID: https://orcid.org/0000-0001-9360-9779)
- Taku Senoo (ORCID: https://orcid.org/0000-0002-8531-1590)
- Haruka Miyata (ORCID: https://orcid.org/0000-0002-3808-9659)
- Yan Lingbo
- Koki Ebina (ORCID: https://orcid.org/0000-0002-4452-4274)
- Atsushi Konno (ORCID: https://orcid.org/0000-0003-3288-8844)
- Ryuji Matsumoto (ORCID: https://orcid.org/0000-0001-9363-9054)
- Takahiro Osawa (ORCID: https://orcid.org/0000-0003-4444-7958)
- Shunsuke Komizunai (ORCID: https://orcid.org/0000-0002-8406-1737)
- Takashige Abe (ORCID: https://orcid.org/0000-0002-5468-7632)
- Sachiyo Murai
- Hiroshi Kikuchi (ORCID: https://orcid.org/0000-0003-4999-8994)
- Madoka Higuchi
- Teppei Tsujita (ORCID: https://orcid.org/0000-0002-5293-8522)
- Masafumi Kon
- Chihiro Kamijo
Institutions
- Hirosaki University (JP)
- Kagawa University (JP)
- Hokkaido University (JP)
- Tohoku Gakuin University (JP)
- National Defense Academy of Japan (JP)
Publication Details
- Journal
- Surgical Endoscopy
- Published
- 2025-07-26
- DOI
- https://doi.org/10.1007/s00464-025-12018-3
- Citations
- 3
- Primary Topic
- Surgical Simulation and Training
- Type
- article
- Field-Weighted Citation Impact
- 6.02
Funders
- Japan Agency for Medical Research and Development
- Hokkaido University
- Japan Society for the Promotion of Science