AI in Orthopedics
AI in Imaging
Fracture detection, OA grading, tumor and lesion classification, automated Cobb angle, MRI segmentation.
Imaging4 min read
Commercial AI fracture detection: meta-analysis of 17 studies finds good overall accuracy, with weaker performance on ribs and spine
A meta-analysis of 17 diagnostic accuracy studies across seven commercial AI fracture detection products reports good to excellent sensitivity in most anatomical regions, notably weaker performance on ribs and spine, and the highest accuracy when AI output is combined with human review.
Scientific Reports · Apr 16, 2026
Imaging4 min read
Deep learning measures Cobb angle to within 3 degrees of expert reads, with segmentation methods outperforming landmark methods
A systematic review and meta-analysis of deep learning algorithms for automated Cobb angle measurement reports a pooled error of 2.99 degrees, with segmentation-based architectures significantly more accurate than landmark-based ones.
Spine Deformity · Apr 16, 2026