YOLO-Based Image Segmentation for the Diagnostic of Spondylolisthesis From Lumbar Spine X-Ray Images

YOLO-Based Image Segmentation for the Diagnostic of Spondylolisthesis From Lumbar Spine X-Ray Images

Spondylolisthesis, a condition characterized by vertebral slippage, often results in pain and limited mobility. To enhance the detection of spondylolisthesis in X-ray images, we developed a YOLOv8-based model trained on a dataset of 10,616 images (AP and LA views). To address the variability in X-ra...

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Bibliographic Details
Main Authors: Arnik Vephasayanant, Anuchit Jitpattanakul, Paisarn Muneesawang, Konlakorn Wongpatikaseree, Narit Hnoohom
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Spondylolisthesis
deep learning
YOLOv8
image enhancement
image augmentation
medical image processing
Online Access:https://ieeexplore.ieee.org/document/10769542/
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https://ieeexplore.ieee.org/document/10769542/

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