Cone-beam computed tomography texture analysis can help differentiate odontogenic and non-odontogenic maxillary sinusitis

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dc.contributorSistema FMUSP-HC: Faculdade de Medicina da Universidade de São Paulo (FMUSP) e Hospital das Clínicas da FMUSP
dc.contributor.authorCOSTA, Andre Luiz Ferreira
dc.contributor.authorFARDIM, Karolina Aparecida Castilho
dc.contributor.authorRIBEIRO, Isabela Teixeira
dc.contributor.authorJARDINI, Maria Aparecida Neves
dc.contributor.authorBRAZ-SILVA, Paulo Henrique
dc.contributor.authorORHAN, Kaan
dc.contributor.authorLOPES, Sergio Lucio Pereira de Castro
dc.date.accessioned2024-02-15T15:01:10Z
dc.date.available2024-02-15T15:01:10Z
dc.date.issued2023
dc.description.abstractPurpose: This study aimed to assess texture analysis (TA) of cone-beam computed tomography (CBCT) images as a quantitative tool for the differential diagnosis of odontogenic and non-odontogenic maxillary sinusitis (OS and NOS, respectively).Materials and Methods: CBCT images of 40 patients diagnosed with OS (N = 20) and NOS (N = 20) were evaluated. The gray level co-occurrence (GLCM) matrix parameters, and gray level run length matrix texture (GLRLM) parameters were extracted using manually placed regions of interest on lesion images. Seven texture parameters were calculated using GLCM and 4 parameters using GLRLM. The Mann-Whitney test was used for comparisons between the groups, and the Levene test was performed to confirm the homogeneity of variance (alpha = 5%).Results: The results showed statistically significant differences (P<0.05) between the OS and NOS patients regarding 3 TA parameters. NOS patients presented higher values for contrast, while OS patients presented higher values for correlation and inverse difference moment. Greater textural homogeneity was observed in the OS patients than in the NOS patients, with statistically significant differences in standard deviations between the groups for correlation, sum of squares, sum of entropy, and entropy.Conclusion: TA enabled quantitative differentiation between OS and NOS on CBCT images by using the parameters of contrast, correlation, and inverse difference moment. (Imaging Sci Dent 20220166)eng
dc.description.indexPubMed
dc.description.indexWoS
dc.description.indexScopus
dc.description.sponsorshipS?o Paulo Research Foundation (FAPESP) [2020/08295-3, 2019/00495-6]
dc.identifier.citationIMAGING SCIENCE IN DENTISTRY, v.53, n.1, p.43-51, 2023
dc.identifier.doi10.5624/isd.20220166
dc.identifier.eissn2233-7830
dc.identifier.issn2233-7822
dc.identifier.urihttps://observatorio.fm.usp.br/handle/OPI/58293
dc.language.isoeng
dc.publisherKOREAN ACAD ORAL & MAXILLOFACIAL RADIOLOGYeng
dc.relation.ispartofImaging Science in Dentistry
dc.rightsopenAccesseng
dc.rights.holderCopyright KOREAN ACAD ORAL & MAXILLOFACIAL RADIOLOGYeng
dc.subjectWORDSeng
dc.subjectCone-Beam Computed Tomographyeng
dc.subjectDiagnosiseng
dc.subjectComputer-Assistedeng
dc.subjectDiagnostic Imagingeng
dc.subjectParanasal Sinuseseng
dc.subject.otherclassificationeng
dc.subject.wosDentistry, Oral Surgery & Medicineeng
dc.titleCone-beam computed tomography texture analysis can help differentiate odontogenic and non-odontogenic maxillary sinusitiseng
dc.typearticleeng
dc.type.categoryoriginal articleeng
dc.type.versionpublishedVersioneng
dspace.entity.typePublication
hcfmusp.author.externalCOSTA, Andre Luiz Ferreira:Cruzeiro Univ, Postgrad Program Dent, Sao Paulo, SP, Brazil; Cruzeiro Univ, Postgrad Program Dent, Rua Galvao Bueno 868, BR-01506000 Sao Paulo, SP, Brazil
hcfmusp.author.externalFARDIM, Karolina Aparecida Castilho:Sao Paulo State Univ, Sao Jose Dos Campos Sch Dent, Dept Diag & Surg, Sao Jose Dos Campos, SP, Brazil
hcfmusp.author.externalRIBEIRO, Isabela Teixeira:Sao Paulo State Univ, Sao Jose Dos Campos Sch Dent, Dept Diag & Surg, Sao Jose Dos Campos, SP, Brazil
hcfmusp.author.externalJARDINI, Maria Aparecida Neves:Sao Paulo State Univ, Sao Jose Dos Campos Sch Dent, Dept Diag & Surg, Sao Jose Dos Campos, SP, Brazil
hcfmusp.author.externalORHAN, Kaan:Ankara Univ, Fac Dent, Dept Dentomaxillofacial Radiol, Ankara, Turkiye
hcfmusp.author.externalLOPES, Sergio Lucio Pereira de Castro:Sao Paulo State Univ, Sao Jose Dos Campos Sch Dent, Dept Diag & Surg, Sao Jose Dos Campos, SP, Brazil
hcfmusp.citation.scopus1
hcfmusp.contributor.author-fmusphcPAULO HENRIQUE BRAZ DA SILVA
hcfmusp.description.beginpage43
hcfmusp.description.endpage51
hcfmusp.description.issue1
hcfmusp.description.volume53
hcfmusp.origemWOS
hcfmusp.origem.pubmed37006790
hcfmusp.origem.scopus2-s2.0-85152134648
hcfmusp.origem.wosWOS:000915410600001
hcfmusp.publisher.citySEOULeng
hcfmusp.publisher.countrySOUTH KOREAeng
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