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锥形束计算机断层扫描图像中颌骨药物相关性骨坏死的纹理分析

Texture analysis in cone-beam computed tomographic images of medication-related osteonecrosis of the jaw.

作者信息

Queiroz Polyane Mazucatto, Fardim Karolina Castilho, Costa André Luiz Ferreira, Matheus Ricardo Alves, Lopes Sérgio Lúcio Pereira Castro

机构信息

Department of Dentistry, Ingá University Center, Maringá, Brazil.

Department of Diagnosis and Surgery, São José dos Campos School of Dentistry, São Paulo State University, São José dos Campos, Brazil.

出版信息

Imaging Sci Dent. 2023 Jun;53(2):109-115. doi: 10.5624/isd.20220202. Epub 2023 Feb 11.

Abstract

PURPOSE

The aim of this study was to evaluate changes in the trabecular bone through texture analysis and compare the texture analysis characteristics of different areas in patients with medication-related osteonecrosis of the jaw (MRONJ).

MATERIALS AND METHODS

Cone-beam computed tomographic images of 16 patients diagnosed with MRONJ were used. In sagittal images, 3 regions were chosen: active osteonecrosis (AO); intermediate tissue (IT), which presented a zone of apparently healthy tissue adjacent to the AO area; and healthy bone tissue (HT) (control area). Texture analysis was performed evaluating 7 parameters: secondary angular momentum, contrast, correlation, sum of squares, inverse moment of difference, sum of entropies, and entropy. Data were analyzed using the Kruskal-Wallis test with a significance level of 5%.

RESULTS

Comparing the areas of AO, IT, and HT, significant differences (<0.05) were observed. The IT and AO area images showed higher values for parameters such as contrast, entropy, and secondary angular momentum than the HT area, indicating greater disorder in these tissues.

CONCLUSION

Through texture analysis, changes in the bone pattern could be observed in areas of osteonecrosis. The texture analysis demonstrated that areas visually identified and classified as IT still had necrotic tissue, thereby increasing the accuracy of delimiting the real extension of MRONJ.

摘要

目的

本研究旨在通过纹理分析评估小梁骨的变化,并比较药物相关性颌骨坏死(MRONJ)患者不同区域的纹理分析特征。

材料与方法

使用16例诊断为MRONJ患者的锥束计算机断层扫描图像。在矢状图像中,选择3个区域:活动期骨坏死(AO);中间组织(IT),其在AO区域附近呈现出一个明显健康组织的区域;以及健康骨组织(HT)(对照区域)。进行纹理分析时评估7个参数:二阶角动量、对比度、相关性、平方和、逆差矩、熵和。使用Kruskal-Wallis检验对数据进行分析,显著性水平为5%。

结果

比较AO、IT和HT区域,观察到显著差异(<0.05)。IT和AO区域图像在对比度、熵和二阶角动量等参数方面显示出比HT区域更高的值,表明这些组织中的无序程度更高。

结论

通过纹理分析,可以观察到骨坏死区域的骨模式变化。纹理分析表明,视觉上识别并归类为IT的区域仍有坏死组织,从而提高了界定MRONJ实际范围的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/252a/10315229/22c7e1cc7dfe/isd-53-109-g001.jpg

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