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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Autores principales: Mazhar Javed Awan, Mohd Shafry Mohd Rahim, Naomie Salim, Amjad Rehman, Haitham Nobanee, Hassan Shabir
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
anterior cruciate ligament
osteoarthritis
deep learning
classification
public health
healthcare
Medicine
R
Acceso en línea:https://doaj.org/article/77d36e6c342c44668933ba7df4bbe965
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