Automatic surgical phase recognition-based skill assessment in laparoscopic distal gastrectomy using multicenter videos.

Masaru KomatsuDaichi KitaguchiMasahiro YuraNobuyoshi TakeshitaMitsumasa YoshidaMasayuki YamaguchiHibiki KondoTakahiro KinoshitaMasaaki Ito

Published in: Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association (2023)

The developed model had high accuracy in phase-recognition tasks and has the potential for application in automatic surgical skill assessment systems.

Keyphrases

deep learning
machine learning
working memory
minimally invasive
robot assisted
clinical trial
double blind