Innovations using digital technologies for periodontal diagnosis and prognosis: a narrative review.

Digital technologies, particularly artificial intelligence and deep learning models, show diagnostic accuracy of 70–98% for identifying periodontitis from radiographs, while mobile applications help improve patient engagement and oral hygiene behaviors. However, validation across diverse populations and integration into clinical practice remain significant challenges.

A plain-English summary of the study's own findings — we don't add our own claims or interpretation. Read the full paper for the complete methods and results, and apply your own clinical judgement.