Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonance images

Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonance images

Abstract Magnetic resonance imaging of the lumbar spine is a key technique for clarifying the cause of disease. The greatest challenges today are the repetitive and time-consuming process of interpreting these complex MR images and the problem of unequal diagnostic results from physicians with diffe...

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Bibliographic Details
Main Authors: Yan Guo, Xiaoxiang Huang, Wei Chen, Ichiro Nakamoto, Weiqing Zhuang, Hua Chen, Jie Feng, Jianfeng Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Lumbar spine symptoms
YOLOv8
Magnetic resonance imaging
MSU
Gradient shunt
Online Access:https://doi.org/10.1038/s41598-025-10401-7
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https://doi.org/10.1038/s41598-025-10401-7

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