A deep learning pipeline with YOLOv8 and Keypoint R-CNN achieves ICC up to 0.80 for bone loss severity and 87% accuracy for horizontal vs. angular pattern classification on 1000 annotated IOPA radiographs.
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AI-assisted radiographic analysis in detecting alveolar bone-loss severity and patterns
A deep learning pipeline with YOLOv8 and Keypoint R-CNN achieves ICC up to 0.80 for bone loss severity and 87% accuracy for horizontal vs. angular pattern classification on 1000 annotated IOPA radiographs.