Prospective applications of artificial intelligence for the diagnosis of oral leukoplakia: a scoping review

While current evidence remains preliminary, artificial intelligence shows promise as an adjunct tool for oral leukoplakia diagnosis. However, standardized reporting, inclusion of lesions within datasets, and multicenter validation in large and diverse cohorts are still needed to ensure generalizability and further clinical validation.

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Publication Details

Journal
Frontiers in Oral Health
Published
2026-02-16
DOI
https://doi.org/10.3389/froh.2026.1760177
Primary Topic
Oral Health Pathology and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

Prospective applications of artificial intelligence for the diagnosis of oral leukoplakia: a scoping review

Tamara Yadira Armas Naranjo, Rene Martinez-Flores, Sven Eric Niklander, Alejandra Fernández et al.
Frontiers in Oral Health
Oral Health Pathology and Treatment
article

Prospective applications of artificial intelligence for the diagnosis of oral leukoplakia: a scoping review

Tamara Yadira Armas Naranjo, Rene Martinez-Flores, Sven Eric Niklander, Alejandra Fernández, Constanza Jiménez, Carolina Ledesma
article en

Abstract

While current evidence remains preliminary, artificial intelligence shows promise as an adjunct tool for oral leukoplakia diagnosis. However, standardized reporting, inclusion of lesions within datasets, and multicenter validation in large and diverse cohorts are still needed to ensure generalizability and further clinical validation.

Frontiers in Oral HealthVol. 7
Universidad Católica Andrés Bello (VE), Universidad Andrés Bello (CL), Universidad Dr. Andrés Bello (SV)
Universidad Andrés Bello, Agencia Nacional de Investigación y Desarrollo
Quality Education
Openalex Percentile: Top 54%
Oral Health Pathology and Treatment
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