Accuracy of artificial intelligence applications in periodontics: a thematic narrative review

AI demonstrates clinically relevant diagnostic accuracy in periodontal imaging, especially for measurement standardization and decision support. Although autonomous diagnosis remains premature, integrating explainable, externally validated AI systems within clinician-guided workflows supported by standardized reporting offers a practical route toward clinical translation.