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Can Artificial Intelligence Match Human Expertise in Long-Term Periodontal Prognosis? A Comparative Accuracy Study.

Journal of clinical periodontology · López-Galindo PA, Troiano G, Serroni M, Dias DR, Santamaría P, Nibali L, Avila-Ortiz G, Ravidà A · 2026-08-21

An artificial intelligence model and experienced dentists independently predicted tooth loss over 10 years using clinical data. Clinicians achieved higher accuracy with a standard threshold, but AI performed comparably to dentists when using optimised thresholds, though all groups showed limited predictive ability.

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.

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