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Article

Application of Texture and Fractal Dimension Analysis to Estimate Effectiveness of Oral Leukoplakia Treatment Using an Er:YAG Laser—A Prospective Study

by
Kamil Jurczyszyn
1,* and
Marcin Kozakiewicz
2
1
Department of Oral Surgery, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, Poland
2
Department of Maxillofacial Surgery, Medical University of Lodz, 1stGen. J. Hallera Pl., 90-647 Lodz, Poland
*
Author to whom correspondence should be addressed.
Materials 2020, 13(16), 3614; https://doi.org/10.3390/ma13163614
Submission received: 9 July 2020 / Revised: 10 August 2020 / Accepted: 13 August 2020 / Published: 15 August 2020
(This article belongs to the Special Issue Numerical and Biomechanical Analysis in Bioengineering)

Abstract

Background: Oral leukoplakia (OL) is a potential neoplasmic lesion. The aim of this study was to apply texture analysis (TA) and fractal dimension analysis (FDA) to estimate the effectiveness of OL treatment using an Er:YAG laser. Methods: Eighteen patients with 32 lesions were treated. Laser procedures were conducted using the LiteTouch™ Er:YAG Dental Laser. The diameter of the operational tip was 1.3 mm, the power was 50 mJ, the frequency was 50 Hz, and the wavelength was 2940 nm. TA was based on long and short-run emphasis inverse moments, difference entropy, inverse difference moment, and wavelet decomposition for two-dimensional photography. FDA was measured using the box-counting method. Results: Total response was achieved in 50% of lesions, partial response was observed in 47%, and 3% of lesions did not respond to treatment. Recurrence occurred in 34% of lesions. TA features indicated pathological images depicting leukoplakia and complete reconstruction of the correct mucosal image after laser ablation. The discrete wavelet transformation feature detects much larger structures than the properties derived from the run-length matrix and co-occurrence matrix. Conclusions: The Er:YAG laser is an effective treatment method in cases of oral leukoplakia. Leukoplakia treatment by Er:YAG laser is an effective modality, as revealed by the oral mucosa microstructure. TA and FDA are promising methods to estimate the effectiveness of OL treatment.
Keywords: leukoplakia; texture analysis; fractal dimension analysis; oral pathology; laser surgery; Er:YAG laser leukoplakia; texture analysis; fractal dimension analysis; oral pathology; laser surgery; Er:YAG laser

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MDPI and ACS Style

Jurczyszyn, K.; Kozakiewicz, M. Application of Texture and Fractal Dimension Analysis to Estimate Effectiveness of Oral Leukoplakia Treatment Using an Er:YAG Laser—A Prospective Study. Materials 2020, 13, 3614. https://doi.org/10.3390/ma13163614

AMA Style

Jurczyszyn K, Kozakiewicz M. Application of Texture and Fractal Dimension Analysis to Estimate Effectiveness of Oral Leukoplakia Treatment Using an Er:YAG Laser—A Prospective Study. Materials. 2020; 13(16):3614. https://doi.org/10.3390/ma13163614

Chicago/Turabian Style

Jurczyszyn, Kamil, and Marcin Kozakiewicz. 2020. "Application of Texture and Fractal Dimension Analysis to Estimate Effectiveness of Oral Leukoplakia Treatment Using an Er:YAG Laser—A Prospective Study" Materials 13, no. 16: 3614. https://doi.org/10.3390/ma13163614

APA Style

Jurczyszyn, K., & Kozakiewicz, M. (2020). Application of Texture and Fractal Dimension Analysis to Estimate Effectiveness of Oral Leukoplakia Treatment Using an Er:YAG Laser—A Prospective Study. Materials, 13(16), 3614. https://doi.org/10.3390/ma13163614

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