Development of an artificial intelligence model for optimizing periodontal therapy decision-making: a retrospective longitudinal cohort study.

This AI-driven platform may provide a reliable tool for stratifying periodontal therapy decisions and predicting tooth loss risk, offering clinicians a supportive approach to personalize treatment plans, however, the study's retrospective design and reliance on traditional clinical metrics highlight the need for future prospective studies.