Predictive, Preventive and Personalized Medicine Approaches in Periodontitis: Emerging Technologies from Biomarkers to Artificial Intelligence-Driven Integrated Strategies.

Emerging diagnostic technologies including biomarkers, advanced imaging, microbiome analysis, and artificial intelligence can detect early periodontal disease activity and predict individual risk before clinical damage occurs, supporting earlier, more personalized intervention strategies.

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.