Fully Automatic Knee Bone Detection and Segmentation on Three-Dimensional MRI

Fully Automatic Knee Bone Detection and Segmentation on Three-Dimensional MRI

In the medical sector, three-dimensional (3D) images are commonly used like computed tomography (CT) and magnetic resonance imaging (MRI). The 3D MRI is a non-invasive method of studying the soft-tissue structures in a knee joint for osteoarthritis studies. It can greatly improve the accuracy of seg...

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Bibliographic Details
Main Authors: Rania Almajalid, Ming Zhang, Juan Shan
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Diagnostics
Subjects:
knee osteoarthritis
fully automatic bone detection and bone segmentation
3D MRI
convolutional neural networks
U-net
Online Access:https://www.mdpi.com/2075-4418/12/1/123

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