Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection Through Semantic Segmentation Using Deep Neural Networks

Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection Through Semantic Segmentation Using Deep Neural Networks

We propose a methodology to aid clinicians in performing lumbar spinal stenosis detection through semantic segmentation and delineation of magnetic resonance imaging (MRI) scans of the lumbar spine using deep learning. Our dataset contains MRI studies of 515 patients with symptomatic back pains. Eac...

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Bibliographic Details
Main Authors: Ala S. Al-Kafri, Sud Sudirman, Abir Hussain, Dhiya Al-Jumeily, Friska Natalia, Hira Meidia, Nunik Afriliana, Wasfi Al-Rashdan, Mohammad Bashtawi, Mohammed Al-Jumaily
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Lumbar spine MRI
lumbar spinal stenosis
semantic segmentation
boundary delineation
deep learning
Online Access:https://ieeexplore.ieee.org/document/8678637/

Internet

https://ieeexplore.ieee.org/document/8678637/

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