A neurosymbolic pipeline detects vertebral compression fractures in CT with transparent rules based on ratios of vertebral height maps, reaching 96% accuracy on VerSe19, comparable to black-box deep learning.
Percutaneous vertebroplasty for pain relief and spinal stabilization
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An Intrinsically Explainable Approach to Detecting Vertebral Compression Fractures in CT Scans via Neurosymbolic Modeling
A neurosymbolic pipeline detects vertebral compression fractures in CT with transparent rules based on ratios of vertebral height maps, reaching 96% accuracy on VerSe19, comparable to black-box deep learning.