Arthroscope Localization in 3D Ultrasound Volumes Using Weakly Supervised Deep Learning

Arthroscope Localization in 3D Ultrasound Volumes Using Weakly Supervised Deep Learning

This work presents an algorithm based on weak supervision to automatically localize an arthroscope on 3D ultrasound (US). The ultimate goal of this application is to combine 3D US with the 2D arthroscope view during knee arthroscopy, to provide the surgeon with a comprehensive view of the surgical s...

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Bibliographic Details
Main Authors: Jeroen M. A. van der Burgt, Saskia M. Camps, Maria Antico, Gustavo Carneiro, Davide Fontanarosa
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
ultrasound
knee arthroscopy
deep learning
weakly supervised
localization
Online Access:https://www.mdpi.com/2076-3417/11/15/6828

Internet

https://www.mdpi.com/2076-3417/11/15/6828

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