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Author

Pierre Lahoud

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Open access Oct 2026

Periodontitis Risk Assessment and Prevention Planning: Comparative Study of Multimodal Large Language Models and Periodontist Evaluations

Abstract Background Periodontitis is one of the most prevalent yet preventable oral diseases, as indicated by multiple clinical and radiographic factors. As these factors are recorded in electronic health records (EHRs), their reuse offers opportunities for personalized risk assessment and targeted prevention. Predicti...

L. Swinckels, Katharina Alves Rabelo, Eduardo Delamare et al. · 0 citations

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