Surgical endoscopy
From gaze to proficiency: deep learning-driven prediction of novice performance in laparoscopic training using AOI-dependent metrics.
Aseel F Khanfar, Sanaz Motamedi, Shawn D Safford, Jason Moore, Jessica Menold, Scarlett Miller
Published: 202510.1007/s00464-025-12369-x
Abstract
BACKGROUND: The fundamentals of laparoscopic surgery (FLS) program uses box trainers to develop laparoscopic skills. However, these simulators lack personalized training, real-time objective assessment, and primarily represent adult anatomies, neglec…
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