Deep Learning-Based Disk Herniation Computer Aided Diagnosis System From MRI Axial Scans

Deep Learning-Based Disk Herniation Computer Aided Diagnosis System From MRI Axial Scans

Computer-aided diagnosis (CAD) systems have been the focus of many researchers in both computer and medical fields. In this paper, we build two convolutional neural network (CNN) based CAD systems for diagnosing lumbar disk herniation from Magnetic Resonance Imaging (MRI) axial scans. The first one...

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Bibliographic Details
Main Authors: Mohammad Alsmirat, Nusaiba Al-Mnayyis, Mahmoud Al-Ayyoub, Asma'A Al-Mnayyis
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Axial scans
augmentation
deep learning
disk herniation
transfer learning
Online Access:https://ieeexplore.ieee.org/document/9732945/

Internet

https://ieeexplore.ieee.org/document/9732945/

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