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Artificial intelligence based intervertebral discs grading: From unsupervised detection to explainable Pfirrmann classification
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AI
DOI：10.1016/j.bspc.2026.110177.png)
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Abstract
En 中文
• Fully automated pipeline from disc identification to Pfirrmann grading prediction. • Unsupervised intervertebral disc identification from sagittal MRI images. • CNN predicts 8-level Pfirrmann grade with confidence and rejection options. • Explainable and uncertainty-aware decision support system.
Keywords:
Intervertebral disc
Pfirrmann grading
CNN
Unsupervised detection
Explainable AI
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