Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache

Detalhes bibliográficos
Autor(a) principal: Fardim, Karolina Aparecida Castilho
Data de Publicação: 2023
Outros Autores: Ribeiro, Thais Mara Aparecida Monfredini, Araújo, Elaine Cristina de Carvalho Beda Correa, Ogawa, Celso Massahiro, Costa, Andre Luiz Ferreira, Lopes, Sérgio Lucio Pereira de Castro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Dental Science
Texto Completo: https://ojs.ict.unesp.br/index.php/cob/article/view/3649
Resumo: Objective: the aim of this study was to analyse the performance of the technique of texture analysis (TA) with magnetic resonance imaging (MRI) scans of temporomandibular joints (TMJs) as a tool for identification of possible changes in individuals with migraine headache (MH) by relating the findings to the presence of internal derangements. Material and Methods: thirty MRI scans of the TMJ were selected for study, of which 15 were from individuals without MH or any other type of headache (control group) and 15 from those diagnosed with migraine. T2-weighted MRI scans of the articular joints taken in closed-mouth position were used for TA. The co-occurrence matrix was used to calculate the texture parameters. Fisher’s exact test was used to compare the groups for gender, disc function and disc position, whereas Mann-Whitney’s test was used for other parameters. The relationship of TA with disc position and function was assessed by using logistic regression adjusted for side and group. Results: the results indicated that the MRI texture analysis of articular discs in individuals with migraine headache has the potential to determine the behaviour of disc derangements, in which high values of contrast, low values of entropy and their correlation can correspond to displacements and tendency for non-reduction of the disc in these individuals. Conclusion: the TA of articular discs in individuals with MH has the potential to determine the behaviour of disc derangements based on high values of contrast and low values of entropy KEYWORDSTexture Analysis; Migraine disorders; Temporomandibular disorders; Radiomics; Temporomandibular Joint Disc.
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spelling Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headacheObjective: the aim of this study was to analyse the performance of the technique of texture analysis (TA) with magnetic resonance imaging (MRI) scans of temporomandibular joints (TMJs) as a tool for identification of possible changes in individuals with migraine headache (MH) by relating the findings to the presence of internal derangements. Material and Methods: thirty MRI scans of the TMJ were selected for study, of which 15 were from individuals without MH or any other type of headache (control group) and 15 from those diagnosed with migraine. T2-weighted MRI scans of the articular joints taken in closed-mouth position were used for TA. The co-occurrence matrix was used to calculate the texture parameters. Fisher’s exact test was used to compare the groups for gender, disc function and disc position, whereas Mann-Whitney’s test was used for other parameters. The relationship of TA with disc position and function was assessed by using logistic regression adjusted for side and group. Results: the results indicated that the MRI texture analysis of articular discs in individuals with migraine headache has the potential to determine the behaviour of disc derangements, in which high values of contrast, low values of entropy and their correlation can correspond to displacements and tendency for non-reduction of the disc in these individuals. Conclusion: the TA of articular discs in individuals with MH has the potential to determine the behaviour of disc derangements based on high values of contrast and low values of entropy KEYWORDSTexture Analysis; Migraine disorders; Temporomandibular disorders; Radiomics; Temporomandibular Joint Disc.Institute of Science and Technology of São José dos Campos2023-01-24info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://ojs.ict.unesp.br/index.php/cob/article/view/364910.4322/bds.2023.e3649Brazilian Dental Science; Vol. 26 No. 1 (2023): Jan - Mar / 2023 - Published Jan 2023Brazilian Dental Science; v. 26 n. 1 (2023): Jan - Mar / 2023 - Published Jan 20232178-6011reponame:Brazilian Dental Scienceinstname:Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)instacron:UNESPenghttps://ojs.ict.unesp.br/index.php/cob/article/view/3649/4603Copyright (c) 2023 Brazilian Dental Scienceinfo:eu-repo/semantics/openAccessFardim, Karolina Aparecida CastilhoRibeiro, Thais Mara Aparecida MonfrediniAraújo, Elaine Cristina de Carvalho Beda Correa Ogawa, Celso MassahiroCosta, Andre Luiz FerreiraLopes, Sérgio Lucio Pereira de Castro2023-01-03T13:49:04Zoai:ojs.pkp.sfu.ca:article/3649Revistahttp://bds.ict.unesp.br/PUBhttp://ojs.fosjc.unesp.br/index.php/index/oaisergio@fosjc.unesp.br||sergio@fosjc.unesp.br2178-60112178-6011opendoar:2023-01-03T13:49:04Brazilian Dental Science - Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)false
dc.title.none.fl_str_mv Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
title Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
spellingShingle Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
Fardim, Karolina Aparecida Castilho
title_short Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
title_full Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
title_fullStr Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
title_full_unstemmed Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
title_sort Magnetic resonance imaging texture analysis of the temporomandibular joint for changes in the articular disc in individuals with migraine headache
author Fardim, Karolina Aparecida Castilho
author_facet Fardim, Karolina Aparecida Castilho
Ribeiro, Thais Mara Aparecida Monfredini
Araújo, Elaine Cristina de Carvalho Beda Correa
Ogawa, Celso Massahiro
Costa, Andre Luiz Ferreira
Lopes, Sérgio Lucio Pereira de Castro
author_role author
author2 Ribeiro, Thais Mara Aparecida Monfredini
Araújo, Elaine Cristina de Carvalho Beda Correa
Ogawa, Celso Massahiro
Costa, Andre Luiz Ferreira
Lopes, Sérgio Lucio Pereira de Castro
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Fardim, Karolina Aparecida Castilho
Ribeiro, Thais Mara Aparecida Monfredini
Araújo, Elaine Cristina de Carvalho Beda Correa
Ogawa, Celso Massahiro
Costa, Andre Luiz Ferreira
Lopes, Sérgio Lucio Pereira de Castro
description Objective: the aim of this study was to analyse the performance of the technique of texture analysis (TA) with magnetic resonance imaging (MRI) scans of temporomandibular joints (TMJs) as a tool for identification of possible changes in individuals with migraine headache (MH) by relating the findings to the presence of internal derangements. Material and Methods: thirty MRI scans of the TMJ were selected for study, of which 15 were from individuals without MH or any other type of headache (control group) and 15 from those diagnosed with migraine. T2-weighted MRI scans of the articular joints taken in closed-mouth position were used for TA. The co-occurrence matrix was used to calculate the texture parameters. Fisher’s exact test was used to compare the groups for gender, disc function and disc position, whereas Mann-Whitney’s test was used for other parameters. The relationship of TA with disc position and function was assessed by using logistic regression adjusted for side and group. Results: the results indicated that the MRI texture analysis of articular discs in individuals with migraine headache has the potential to determine the behaviour of disc derangements, in which high values of contrast, low values of entropy and their correlation can correspond to displacements and tendency for non-reduction of the disc in these individuals. Conclusion: the TA of articular discs in individuals with MH has the potential to determine the behaviour of disc derangements based on high values of contrast and low values of entropy KEYWORDSTexture Analysis; Migraine disorders; Temporomandibular disorders; Radiomics; Temporomandibular Joint Disc.
publishDate 2023
dc.date.none.fl_str_mv 2023-01-24
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://ojs.ict.unesp.br/index.php/cob/article/view/3649
10.4322/bds.2023.e3649
url https://ojs.ict.unesp.br/index.php/cob/article/view/3649
identifier_str_mv 10.4322/bds.2023.e3649
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://ojs.ict.unesp.br/index.php/cob/article/view/3649/4603
dc.rights.driver.fl_str_mv Copyright (c) 2023 Brazilian Dental Science
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Brazilian Dental Science
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Institute of Science and Technology of São José dos Campos
publisher.none.fl_str_mv Institute of Science and Technology of São José dos Campos
dc.source.none.fl_str_mv Brazilian Dental Science; Vol. 26 No. 1 (2023): Jan - Mar / 2023 - Published Jan 2023
Brazilian Dental Science; v. 26 n. 1 (2023): Jan - Mar / 2023 - Published Jan 2023
2178-6011
reponame:Brazilian Dental Science
instname:Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Brazilian Dental Science
collection Brazilian Dental Science
repository.name.fl_str_mv Brazilian Dental Science - Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
repository.mail.fl_str_mv sergio@fosjc.unesp.br||sergio@fosjc.unesp.br
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