Video-based formative and summative assessment of surgical tasks using deep learning

Abstract To ensure satisfactory clinical outcomes, surgical skill assessment must be objective, time-efficient, and preferentially automated—none of which is currently achievable. Video-based assessment (VBA) is being deployed in intraoperative and simulation settings to evaluate technical skill exe...

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Bibliographic Details
Main Authors: Erim Yanik, Uwe Kruger, Xavier Intes, Rahul Rahul, Suvranu De
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-26367-9