Machine Learning Approaches for Evaluating the Progress of Surgical Training on a Virtual Reality Simulator

Machine Learning Approaches for Evaluating the Progress of Surgical Training on a Virtual Reality Simulator

Automated assessment of surgical skills is crucial for the successful training of junior surgeons. Twenty-three medical students followed a structured training curriculum on a laparoscopic virtual reality (VR) simulator. Three surgical tasks with significant educational merit were considered (Tasks...

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Bibliographic Details
Main Authors: Konstantina Prevezanou, Ioannis Seimenis, Pantelis Karaiskos, Emmanouil Pikoulis, Panagis M. Lykoudis, Constantinos Loukas
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Applied Sciences
Subjects:
minimally invasive surgery
machine learning
VR simulator
skills assessment
Online Access:https://www.mdpi.com/2076-3417/14/21/9677
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