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Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces

INTRODUCTION: Fixed orthodontic appliances, despite years of research and development, still raise a lot of controversy because of its potentially destructive influence on enamel. Therefore, it is necessary to quantitatively assess the condition and therein the thickness of tooth enamel in order to...

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Autores principales: Koprowski, Robert, Machoy, Monika, Woźniak, Krzysztof, Wróbel, Zygmunt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4013822/
https://www.ncbi.nlm.nih.gov/pubmed/24755213
http://dx.doi.org/10.1186/1475-925X-13-48
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author Koprowski, Robert
Machoy, Monika
Woźniak, Krzysztof
Wróbel, Zygmunt
author_facet Koprowski, Robert
Machoy, Monika
Woźniak, Krzysztof
Wróbel, Zygmunt
author_sort Koprowski, Robert
collection PubMed
description INTRODUCTION: Fixed orthodontic appliances, despite years of research and development, still raise a lot of controversy because of its potentially destructive influence on enamel. Therefore, it is necessary to quantitatively assess the condition and therein the thickness of tooth enamel in order to select the appropriate orthodontic bonding and debonding methodology as well as to assess the quality of enamel after treatment and clean-up procedure in order to choose the most advantageous course of treatment. One of the assessment methods is computed tomography where the measurement of enamel thickness and the 3D reconstruction of image sequences can be performed fully automatically. MATERIAL AND METHOD: OCT images of 180 teeth were obtained from the Topcon 3D OCT-2000 camera. The images were obtained in vitro by performing sequentially 7 stages of treatment on all the teeth: before any interference into enamel, polishing with orthodontic paste, etching and application of a bonding system, orthodontic bracket bonding, orthodontic bracket removal, cleaning off adhesive residue. A dedicated method for the analysis and processing of images involving median filtering, mathematical morphology, binarization, polynomial approximation and the active contour method has been proposed. RESULTS: The obtained results enable automatic measurement of tooth enamel thickness in 5 seconds using the Core i5 CPU M460 @ 2.5GHz 4GB RAM. For one patient, the proposed method of analysis confirms enamel thickness loss of 80 μm (from 730 ± 165 μm to 650 ± 129 μm) after polishing with paste, enamel thickness loss of 435 μm (from 730 ± 165 μm to 295 ± 55 μm) after etching and bonding resin application, growth of a layer having a thickness of 265 μm (from 295 ± 55 μm to 560 ± 98 μm after etching) which is the adhesive system. After removing an orthodontic bracket, the adhesive residue was 105 μm and after cleaning it off, the enamel thickness was 605 μm. The enamel thickness before and after the whole treatment decreased by about 125 μm. CONCLUSIONS: This paper presents an automatic quantitative method for the assessment of tooth enamel thickness. This method has proven to be an effective diagnostic tool that allows evaluation of the surface and cross section of tooth enamel after orthodontic treatment with fixed thin-arched braces and proper selection of the methodology and course of treatment.
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spelling pubmed-40138222014-05-23 Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces Koprowski, Robert Machoy, Monika Woźniak, Krzysztof Wróbel, Zygmunt Biomed Eng Online Research INTRODUCTION: Fixed orthodontic appliances, despite years of research and development, still raise a lot of controversy because of its potentially destructive influence on enamel. Therefore, it is necessary to quantitatively assess the condition and therein the thickness of tooth enamel in order to select the appropriate orthodontic bonding and debonding methodology as well as to assess the quality of enamel after treatment and clean-up procedure in order to choose the most advantageous course of treatment. One of the assessment methods is computed tomography where the measurement of enamel thickness and the 3D reconstruction of image sequences can be performed fully automatically. MATERIAL AND METHOD: OCT images of 180 teeth were obtained from the Topcon 3D OCT-2000 camera. The images were obtained in vitro by performing sequentially 7 stages of treatment on all the teeth: before any interference into enamel, polishing with orthodontic paste, etching and application of a bonding system, orthodontic bracket bonding, orthodontic bracket removal, cleaning off adhesive residue. A dedicated method for the analysis and processing of images involving median filtering, mathematical morphology, binarization, polynomial approximation and the active contour method has been proposed. RESULTS: The obtained results enable automatic measurement of tooth enamel thickness in 5 seconds using the Core i5 CPU M460 @ 2.5GHz 4GB RAM. For one patient, the proposed method of analysis confirms enamel thickness loss of 80 μm (from 730 ± 165 μm to 650 ± 129 μm) after polishing with paste, enamel thickness loss of 435 μm (from 730 ± 165 μm to 295 ± 55 μm) after etching and bonding resin application, growth of a layer having a thickness of 265 μm (from 295 ± 55 μm to 560 ± 98 μm after etching) which is the adhesive system. After removing an orthodontic bracket, the adhesive residue was 105 μm and after cleaning it off, the enamel thickness was 605 μm. The enamel thickness before and after the whole treatment decreased by about 125 μm. CONCLUSIONS: This paper presents an automatic quantitative method for the assessment of tooth enamel thickness. This method has proven to be an effective diagnostic tool that allows evaluation of the surface and cross section of tooth enamel after orthodontic treatment with fixed thin-arched braces and proper selection of the methodology and course of treatment. BioMed Central 2014-04-22 /pmc/articles/PMC4013822/ /pubmed/24755213 http://dx.doi.org/10.1186/1475-925X-13-48 Text en Copyright © 2014 Koprowski et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Koprowski, Robert
Machoy, Monika
Woźniak, Krzysztof
Wróbel, Zygmunt
Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
title Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
title_full Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
title_fullStr Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
title_full_unstemmed Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
title_short Automatic method of analysis of OCT images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
title_sort automatic method of analysis of oct images in the assessment of the tooth enamel surface after orthodontic treatment with fixed braces
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4013822/
https://www.ncbi.nlm.nih.gov/pubmed/24755213
http://dx.doi.org/10.1186/1475-925X-13-48
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