Artificial Intelligence Helps Diagnose Oral Potentially Malignant Disorders: A Systematic Review and Meta-Analysis
AI-based diagnostic tools have high negative predictive value that could help identify OPMD lesions using intraoral photographs.Knowledge Transfer Statement:This systematic review on AI-based methods to diagnose oral potentially malignant disorders showed that although their high negative predictive value could reduce unnecessary specialist consultations, clinical judgment remains paramount. Further prospective studies are needed to evaluate the integration of AI diagnostics into routine care and screening and policies to enhance efficiency and support early detection and prevention of oral cancer.
Authors
- Andrea Bródy (ORCID: https://orcid.org/0000-0001-8085-8418)
- Petrana Martineková (ORCID: https://orcid.org/0009-0007-2007-1112)
- Ákos Zsembery (ORCID: https://orcid.org/0000-0003-0253-9379)
- K. Marton
- A. Fekete
- S. Kiss-Dala
- D. Horvath
- P. Hegyi
Institutions
- Semmelweis University (HU)
- University of Pecs (HU)
Publication Details
- Journal
- JDR Clinical & Translational Research
- Published
- 2026-01-21
- DOI
- https://doi.org/10.1177/23800844251403962
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00