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使用深度学习模型来诊断腰椎间盘的方法

Ardha Ardea Prisilla1,2, Yue Leon Guo3,4,5, Yih-Kuen Jan6

  • 1Department of Fashion Design, LaSalle College Jakarta, Jakarta, Indonesia.

Frontiers in bioengineering and biotechnology
|September 21, 2023
PubMed
概括

这项研究表明,YOLOv5x在MRI扫描中有效检测腰椎间盘 (LDH),优于其他YOLO模型. 增强和非增强数据集都为早期LDH诊断带来了有希望的结果.

关键词:
这就是为什么MRI是MRI.对于YOLO模型来说,这是一个很好的选择.增强 增强 增强 增强自动检测自动检测自动检测腰部疼痛 腰部疼痛 腰部疼痛

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The symptoms of degenerative disc disease arise from a combination of mechanical compression, vascular compromise, and biochemical inflammation, which together disrupt nerve function and produce pain.Mechanical CompressionDisc degeneration reduces height and elasticity, predisposing to herniation of the nucleus pulposus, a major cause of radicular pain. Herniations may be protrusion (bulging with intact annulus), extrusion (nucleus extends beyond disc but remains connected), or sequestration...