Pericoronitis Detection on Multi-Center OPG/ROI Dataset
0.92PrecisionProposed Pipeline (YOLOv8 & ResNet-50)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed Pipeline (YOLOv8 & ResNet-50)Model=YOLOv8 (localization/classification), ResNet-50 (pericoronitis classification), Grad-CAM Usage=Yes;reviewed by radiologists2026.01 | 0.92 | 0.925 | — | 0.84 |