Periodontitis Risk Assessment and Prevention Planning: Comparative Study of Multimodal Large Language Models and Periodontist Evaluations - Top_Commentaries - DentalSpire
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Evaluating Periodontitis Risk and Prevention Strategies: A Comparative Analysis of Multimodal Large Language Models and Periodontist Assessments

  • By

  • Laura Swinckels

  • Katharina Alves Rabelo

  • Eduardo L Delamare

  • Bruno G Loos

  • Pierre Lahoud

  • Harmen Bijwaard

  • Ander de Keijzer

  • Jinman Kim

  • Josef Bruers

  • October 2, 2026

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4 Topic Commentaries

Evaluating Periodontitis Risk and Prevention Strategies: A Comparative Analysis of Multimodal Large Language Models and Periodontist Assessments

  • Natalia Chalmers, PhD

    Chief Dental Officer and Head of Clinical Innovation

    •

    Overjet

    When we talk about the role of AI, I hope you consider how it will solve the access problem and improve patients’ understanding of their disease.

    [Source]
  • Rena D’Souza, D.D.S., Ph.D.

    Director

    •

    National Institute of Dental and Craniofacial Research (NIH)

    An algorithm could help me determine whether it is an abscess, a tumor, or just scar tissue. I could get a sense of how to treat you through what’s called machine learning, or artificial intelligence.

    [Source]
  • Hend Alqaderi, DMSc

    Assistant Professor; Director, Dental AI Lab

    •

    Tufts University School of Dental Medicine

    If we can predict dental cavities or periodontal disease through AI, we can prevent the disease.

    [Source]
  • Jin Xiao, DDS, PhD

    Professor and Associate Dean for Oral Health Education

    •

    Eastman Institute for Oral Health, University of Rochester Medical Center

    The technology is intended to expand access to dental expertise, not replace dentists.

    [Source]

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