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Transtubular Endoscopic Posterolateral Decompression for L5-S1 Lumbar Lateral Disc Herniation
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通过感兴趣的区域指导和几何形状特征来提高腰椎间盘的分类

Cong Zhang1,2, Kunjin He1,2, Wei Xu1,2

  • 1College of Information Science and Engineering, Hohai University, Changzhou 213200, People's Republic of China.

Biomedical physics & engineering express
|November 20, 2025
PubMed
概括

一种新的方法,RGGS-Net,通过结合感兴趣的区域指导和几何特征,改善了腰椎间盘 (LDH) 的计算机辅助诊断. 这提高了MRI扫描中的损伤分类准确性和磁盘细分.

关键词:
这是分类分类的分类.几何形状的几何形状图像分割 图像细分 图像细分腰椎椎间盘的发生监督学习学习监督学习

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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...
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