Comparative Evaluation of Temporomandibular Condylar Changes Using Texture Analysis of CT and MRI Images

被引:0
|
作者
Ogawa, Celso Massahiro [1 ]
Flaiban, Everton [1 ]
Ricardo, Ana Lucia Franco [1 ]
Lopes, Diana Lorena Garcia [1 ]
de Oliveira, Lays Assolini Pinheiro [1 ]
de Almeida, Bruna Maciel [2 ]
Lira, Adriana de Oliveira [1 ]
Orhan, Kaan [3 ]
de Castro Lopes, Sergio Lucio Pereira [2 ]
Costa, Andre Luiz Ferreira [1 ]
机构
[1] Cruzeiro Univ UNICSUL, Postgrad Program Dent, Sao Paulo, SP, Brazil
[2] Sao Paulo State Univ UNESP, Sao Jose Campos Sch Dent, Dept Diag & Surg, Sao Jose Dos Campos, SP, Brazil
[3] Ankara Univ, Fac Dent, Dept Dentomaxillofacial Radiol, TR-06560 Ankara, Turkiye
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 16期
关键词
computer-assisted diagnosis; condyle; degenerative changes; diagnostic imaging; radiomics; JOINT;
D O I
10.3390/app14167020
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This study aims to compare computed tomography (CT) with magnetic resonance imaging (MRI) of the temporomandibular joint (TMJ) by using texture analysis (TA) to detect condylar bone marrow changes associated with the flattening and erosion of cortical bone. A total of 47 patients from the Dentomaxillofacial Radiology Division at S & atilde;o Paulo State University were evaluated. Images from 250 CT and 250 MRI images were assessed by experienced radiologists employing OnDemand3D software. Texture parameters were extracted with MaZda software (version 4.6), and we focused on regions of interest within the condyles. Statistical analysis revealed significant differences in texture parameters between the affected and control groups. CT images showed higher correlation values in cases of flattening, whereas MRI images demonstrated substantial changes in texture parameters for both flattening and erosion. These findings suggest that the texture analysis of CT and MRI images can effectively detect early and advanced degenerative changes in the TMJ, thus providing valuable insights into the underlying pathophysiology and aiding in early intervention and treatment planning.
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页数:11
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