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Towards near real-time assessment of surgical skills: A comparison of feature extraction techniques.

07:00 EST 19th November 2019 | BioPortfolio

Summary of "Towards near real-time assessment of surgical skills: A comparison of feature extraction techniques."

Surgical skill assessment aims to objectively evaluate and provide constructive feedback for trainee surgeons. Conventional methods require direct observation with assessment from surgical experts which are both unscalable and subjective. The recent involvement of surgical robotic systems in the operating room has facilitated the ability of automated evaluation of the expertise level of trainees for certain representative maneuvers by using machine learning for motion analysis. The features extraction technique plays a critical role in such an automated surgical skill assessment system.

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Name: Computer methods and programs in biomedicine
ISSN: 1872-7565
Pages: 105234

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