A first step toward automatic assessment of lumbar spine MRI is segmentation of relevant anatomical structures, such as the vertebrae, intervertebral discs (IVDs) and the spinal canal. With recent advances in machine learning and artificial intelligence (AI), state-of-the-art spine segmentation ...
The overall accuracy of the best-performing model for lumbar spine numbering was 0.98 on internal validation and 0.95 on external validation. For the CAM review, mappings concentrated on both paraspinal areas, including the kidney, back muscles, and ilium according to the level. Top-1 and top-...