A Review on Image Processing and Fractal Analysis in Oral Potentially Malignant Disorders

The reviewed studies showed that fractal dimension and texture parameters were useful for evaluating lesions and distinguishing normal and pathological tissues; however, there is a lack of methodological standardization. Although fractal dimension was assessed in all articles, lacunarity was examined in just one. Binarization and segmentation impact fractal dimension, lacunarity, and other texture measurements, which can be significantly enhanced by appropriate image processing. In contrast, poorly executed preprocessing may lead to misinterpretation of results.

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Publication Details

Journal
Oral Diseases
Published
2026-02-26
DOI
https://doi.org/10.1111/odi.70271
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

A Review on Image Processing and Fractal Analysis in Oral Potentially Malignant Disorders

André Goulart Poletto, Karin Berria Tomazelli, Fábio Luiz Coracin, Riéli Elis Schulz et al.
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A Review on Image Processing and Fractal Analysis in Oral Potentially Malignant Disorders

André Goulart Poletto, Karin Berria Tomazelli, Fábio Luiz Coracin, Riéli Elis Schulz, Thiago Pires CLAUDIO, Helena Miguel Cotter, Jesse Parente Tocantins, Elena Riet Correa Rivero, Gustavo Davi Rabelo, Flaviana Silva de Souza, Lilian Bezerra
article en

Abstract

The reviewed studies showed that fractal dimension and texture parameters were useful for evaluating lesions and distinguishing normal and pathological tissues; however, there is a lack of methodological standardization. Although fractal dimension was assessed in all articles, lacunarity was examined in just one. Binarization and segmentation impact fractal dimension, lacunarity, and other texture measurements, which can be significantly enhanced by appropriate image processing. In contrast, poorly executed preprocessing may lead to misinterpretation of results.

Oral Diseases
Universidade Federal de Santa Catarina (BR), Hospital de Câncer de Barretos (BR)
Quality Education
Openalex Percentile: Top 41%
Dental Radiography and Imaging
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