Open access
Oct 2026
An interpretable machine learning model for MRI-based morphological classification of lumbar disc herniation using functional biomechanical features
Lumbar disc herniation (LDH) is commonly assessed using magnetic resonance imaging (MRI), although disc morphology does not necessarily correspond to pain intensity, functional impairment, neurological findings, or prognosis. This retrospective single-center exploratory study examined whether functional biomechanic...
Guang-Hui Yuan, Can Cui, Yong Xu et al.
· Frontiers in Bioengineering... · 0 citations