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

Journal: Journal of dentistry
Published Date: Apr 24, 2025

Abstract

OBJECTIVES: This study aims to develop and validate an artificial intelligence (AI) - driven model to assist periodontal therapy decision-making and minimize tooth loss.

Authors

  • Tamara Rebeiz
    Clinical Instructor, Department of Periodontology, Faculty of Dental Medicine, Saint Joseph University of Beirut, Beirut, Lebanon. Electronic address: tamara.rebeiz16@gmail.com.
  • Ghida Lawand
    Implant Fellow, Center for Implant Dentistry, Department of Oral and Maxillofacial Surgery, College of Dentistry, University of Florida, Gainesville, United States.
  • William Martin
    Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, 10467, USA.
  • Luiz Gonzaga
    Vizlab | X-Reality and Geoinformatics Lab, Graduate Programme in Applied Computing, Unisinos University, São Leopoldo 93022-750, Brazil.
  • Marta Revilla-León
    Affiliate Assistant Professor, Graduate Prosthodontics, Department of Restorative Dentistry, School of Dentistry, University of Washington, Seattle, Wash and Faculty and Director of Research and Digital Dentistry, Kois Center, Seattle, Wash; Adjunct Professor, Department of Prosthodontics, School of Dental Medicine, Tufts University, Boston, MA.
  • Stéphanie Khalaf
    Private Practice, Beirut, Lebanon.
  • Jean-Marie Megarbané
    Professor in Periodontology, Private Practice, Masters Dental Clinic, Beirut, Lebanon.

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