Primary study · included by 1 review
Clinical application of deep learning for enhanced multistage caries detection in panoramic radiographs.
Pornprasertsuk-Damrongsri 2025 · Pornprasertsuk-Damrongsri Suchaya, Vachmanus Sirawich, Papasratorn Dhanaporn, et al. · Scientific reports · 2025
Included by
| Outcome this study informs | Pooled effect | Evidence | Certainty |
|---|---|---|---|
Pooled specificity AI algorithms for dental detection tasks vs Reference standard (expert clinicians) | Specificity (proportion) 0.94 [0.86, 0.97] | 10 studies · 21516 participants | Moderate |
Pooled Dice similarity coefficient (DSC/F1) AI segmentation algorithms (e.g. U-Net, YOLO, SAM) vs Expert annotation (reference standard) | Dice similarity coefficient 0.89 [0.13, 1.00] | 3 studies · 4539 participants | Low |
1 including review in total.