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.

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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
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article

Artificial Intelligence Helps Diagnose Oral Potentially Malignant Disorders: A Systematic Review and Meta-Analysis

Andrea Bródy, Petrana Martineková, Ákos Zsembery, K. Marton et al.
JDR Clinical & Translational Research
Dental Radiography and Imaging
article

Artificial Intelligence Helps Diagnose Oral Potentially Malignant Disorders: A Systematic Review and Meta-Analysis

Andrea Bródy, Petrana Martineková, Ákos Zsembery, K. Marton, A. Fekete, S. Kiss-Dala, D. Horvath, P. Hegyi
article en

Abstract

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.

JDR Clinical & Translational Research
Semmelweis University (HU), University of Pecs (HU)
Peace, Justice and strong institutions
Openalex Percentile: Top 82%
Dental Radiography and Imaging
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Artificial Intelligence Helps Diagnose Oral Potentially Malignant Disorders: A Systematic Review and Meta-Analysis — Andrea Bródy, Petrana Martineková, et al. · JDR Clinical & Translational Research (2026) | TGRS Research Map | TGRS