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Using Artificial Intelligence To Gauge Competency on a Novel Laparoscopic Training System

Authors :
Ryder, C. Yoonhee
Mott, Nicole M.
Gross, Christopher L.
Anidi, Chioma
Shigut, Leul
Bidwell, Serena S.
Kim, Erin
Zhao, Yimeng
Ngam, Blessing Ngoin
Snell, Mark J.
Yu, B. Joon
Forczmanski, Pawel
Rooney, Deborah M.
Jeffcoach, David R.
Kim, Grace J.
Source :
Journal of Surgical Education; 20230101, Issue: Preprints
Publication Year :
2023

Abstract

•Assessment of laparoscopic skills can be challenging in low-income countries (LICs)•Artificial Intelligence (AI) can be used to assess laparoscopic simulation videos•Using our motion metrics-based algorithm, AI exactly matched human scores ∼72.4% of the time•AI could offer sustainable assessment of laparoscopic surgical skills in LICs

Details

Language :
English
ISSN :
19317204
Issue :
Preprints
Database :
Supplemental Index
Journal :
Journal of Surgical Education
Publication Type :
Periodical
Accession number :
ejs64251258
Full Text :
https://doi.org/10.1016/j.jsurg.2023.10.007