The use of educational videos offers many significant advantages including remote learning on demand, cost effectiveness, saved time and transport fees for ...
Apr 26, 2023 · This systematic review included a total of 41 unique video-based SQA tools to assess surgical technical skills in various domains of ...
Apr 19, 2024 · Video-based assessment (VBA) is gaining traction as an adjunctive, and potentially alternative, method to more traditional assessments of ...
Jan 19, 2023 · We propose a deep learning (DL) model that can automatically and objectively provide a high-stakes summative assessment of surgical skill execution based on ...
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Mar 6, 2019 · Our results demonstrate the feasibility of deep learning-based assessment of technical skill from surgical video.
This article examines 10 current methods for VBA of surgical skills in the OR and outlines evaluation criteria for intraoperative camera devices.
Abstract Purpose: Routine evaluation of basic surgi- cal skills in medical schools requires considerable time and effort from supervising faculty.
This research proposes an efficient, effective, and economic video-based skill assessment technique for minimally invasive surgery (MIS).
In this paper, we present an automated system for surgical skills assessment by analyzing video data of surgical activities. Method We compare different ...
Jun 7, 2023 · This diagnostic study uses intraoperative videos of laparoscopic colorectal surgery to develop a deep learning model for recognizing