Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning

Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning

Background: Lumbar disc herniation (LDH) is among the most common causes of lower back pain and sciatica. The causes of LDH have not been fully elucidated but most likely involve a complex combination of mechanical and biological processes. Magnetic resonance imaging (MRI) is a tool most frequently...

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Bibliographic Details
Main Authors: Jen-Yung Tsai, Isabella Yu-Ju Hung, Yue Leon Guo, Yih-Kuen Jan, Chih-Yang Lin, Tiffany Ting-Fang Shih, Bang-Bin Chen, Chi-Wen Lung
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
object detection
medical image
YOLO
low back pain
data augmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2021.708137/full

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https://www.frontiersin.org/articles/10.3389/fbioe.2021.708137/full

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