Improved Deep Convolutional Neural Network to Classify Osteoarthritis from Anterior Cruciate Ligament Tear Using Magnetic Resonance Imaging

Improved Deep Convolutional Neural Network to Classify Osteoarthritis from Anterior Cruciate Ligament Tear Using Magnetic Resonance Imaging

Anterior cruciate ligament (ACL) tear is caused by partially or completely torn ACL ligament in the knee, especially in sportsmen. There is a need to classify the ACL tear before it fully ruptures to avoid osteoarthritis. This research aims to identify ACL tears automatically and efficiently with a...

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Bibliographic Details
Main Authors: Mazhar Javed Awan, Mohd Shafry Mohd Rahim, Naomie Salim, Amjad Rehman, Haitham Nobanee, Hassan Shabir
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
anterior cruciate ligament
osteoarthritis
deep learning
classification
public health
healthcare
Medicine
R
Online Access:https://doaj.org/article/77d36e6c342c44668933ba7df4bbe965
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https://doaj.org/article/77d36e6c342c44668933ba7df4bbe965

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