Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study

Venous lake (VL) is a common lesion resulting from the enlargement of thin-walled veins surrounded by a thick wall of fibrous tissue. Photocoagulation is becoming one of the basic methods for treating small vascular lesions. The aim of this study was an application of texture analysis (TA) and fract...

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Main Authors: Mateusz Trafalski, Marcin Kozakiewicz, Kamil Jurczyszyn
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Materials
Subjects:
Online Access:https://www.mdpi.com/1996-1944/14/15/4140
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author Mateusz Trafalski
Marcin Kozakiewicz
Kamil Jurczyszyn
author_facet Mateusz Trafalski
Marcin Kozakiewicz
Kamil Jurczyszyn
author_sort Mateusz Trafalski
collection DOAJ
description Venous lake (VL) is a common lesion resulting from the enlargement of thin-walled veins surrounded by a thick wall of fibrous tissue. Photocoagulation is becoming one of the basic methods for treating small vascular lesions. The aim of this study was an application of texture analysis (TA) and fractal dimension analysis (FDA) to evaluate VL treatment. Twenty-three VLs were included in the study. We used a 980 nm diode laser, 6 W, 100 ms pulse mode with a 50% duty cycle. The total dose of energy was in a range from 80 J to 600 J. We used the difference of intensity algorithm for FDA and microcontrast and a co-occurrence matrix for TA. A complete therapeutic effect was achieved in 83%, and in 9%, scar formation was observed after three months. No healing was observed in 4%, and there was partial healing in 4%. No differences in FD were observed between the lesions after three months and the healthy mucosa. The fractal dimension and microcontrast of a vascular lesion are mutually coupled. FDA and TA is a useful and objective method of assessing treatment effects for venous lakes. The non-contact mode of the 980 nm diode laser is an effective and safe method for treating a VL.
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spelling doaj.art-ff48713a6a374cf48fc8331bbdbb23c52023-11-22T05:52:18ZengMDPI AGMaterials1996-19442021-07-011415414010.3390/ma14154140Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary StudyMateusz Trafalski0Marcin Kozakiewicz1Kamil Jurczyszyn2Department of Dental Surgery, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, PolandDepartment of Maxillofacial Surgery, Medical University of Lodz, 113 S. Żeromski Street, 90-549 Lodz, PolandDepartment of Dental Surgery, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, PolandVenous lake (VL) is a common lesion resulting from the enlargement of thin-walled veins surrounded by a thick wall of fibrous tissue. Photocoagulation is becoming one of the basic methods for treating small vascular lesions. The aim of this study was an application of texture analysis (TA) and fractal dimension analysis (FDA) to evaluate VL treatment. Twenty-three VLs were included in the study. We used a 980 nm diode laser, 6 W, 100 ms pulse mode with a 50% duty cycle. The total dose of energy was in a range from 80 J to 600 J. We used the difference of intensity algorithm for FDA and microcontrast and a co-occurrence matrix for TA. A complete therapeutic effect was achieved in 83%, and in 9%, scar formation was observed after three months. No healing was observed in 4%, and there was partial healing in 4%. No differences in FD were observed between the lesions after three months and the healthy mucosa. The fractal dimension and microcontrast of a vascular lesion are mutually coupled. FDA and TA is a useful and objective method of assessing treatment effects for venous lakes. The non-contact mode of the 980 nm diode laser is an effective and safe method for treating a VL.https://www.mdpi.com/1996-1944/14/15/4140venous lake (VL)diode laser 980 nmtexture analysisfractal dimension analysislaser surgery
spellingShingle Mateusz Trafalski
Marcin Kozakiewicz
Kamil Jurczyszyn
Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study
Materials
venous lake (VL)
diode laser 980 nm
texture analysis
fractal dimension analysis
laser surgery
title Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study
title_full Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study
title_fullStr Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study
title_full_unstemmed Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study
title_short Application of Fractal Dimension and Texture Analysis to Evaluate the Effectiveness of Treatment of a Venous Lake in the Oral Mucosa Using a 980 nm Diode Laser—A Preliminary Study
title_sort application of fractal dimension and texture analysis to evaluate the effectiveness of treatment of a venous lake in the oral mucosa using a 980 nm diode laser a preliminary study
topic venous lake (VL)
diode laser 980 nm
texture analysis
fractal dimension analysis
laser surgery
url https://www.mdpi.com/1996-1944/14/15/4140
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AT kamiljurczyszyn applicationoffractaldimensionandtextureanalysistoevaluatetheeffectivenessoftreatmentofavenouslakeintheoralmucosausinga980nmdiodelaserapreliminarystudy