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基于计算机断层扫描的上颌窦标准化容积测量工具。

Computed tomography-based volumetric tool for standardized measurement of the maxillary sinus.

作者信息

Giacomini Guilherme, Pavan Ana Luiza Menegatti, Altemani João Mauricio Carrasco, Duarte Sergio Barbosa, Fortaleza Carlos Magno Castelo Branco, Miranda José Ricardo de Arruda, de Pina Diana Rodrigues

机构信息

Instituto de Biociências de Botucatu, Universidade Estadual Paulista (IBB-UNESP), Botucatu, São Paulo, Brazil.

Hospital de Clínicas, Universidade Estadual de Campinas (HC-UNICAMP), Campinas, São Paulo, Brazil.

出版信息

PLoS One. 2018 Jan 5;13(1):e0190770. doi: 10.1371/journal.pone.0190770. eCollection 2018.

Abstract

Volume measurements of maxillary sinus may be useful to identify diseases affecting paranasal sinuses. However, literature shows a lack of consensus in studies measuring the volume. This may be attributable to different computed tomography data acquisition techniques, segmentation methods, focuses of investigation, among other reasons. Furthermore, methods for volumetrically quantifying the maxillary sinus are commonly manual or semiautomated, which require substantial user expertise and are time-consuming. The purpose of the present study was to develop an automated tool for quantifying the total and air-free volume of the maxillary sinus based on computed tomography images. The quantification tool seeks to standardize maxillary sinus volume measurements, thus allowing better comparisons and determinations of factors that influence maxillary sinus size. The automated tool utilized image processing techniques (watershed, threshold, and morphological operators). The maxillary sinus volume was quantified in 30 patients. To evaluate the accuracy of the automated tool, the results were compared with manual segmentation that was performed by an experienced radiologist using a standard procedure. The mean percent differences between the automated and manual methods were 7.19% ± 5.83% and 6.93% ± 4.29% for total and air-free maxillary sinus volume, respectively. Linear regression and Bland-Altman statistics showed good agreement and low dispersion between both methods. The present automated tool for maxillary sinus volume assessment was rapid, reliable, robust, accurate, and reproducible and may be applied in clinical practice. The tool may be used to standardize measurements of maxillary volume. Such standardization is extremely important for allowing comparisons between studies, providing a better understanding of the role of the maxillary sinus, and determining the factors that influence maxillary sinus size under normal and pathological conditions.

摘要

上颌窦容积测量对于识别影响鼻窦的疾病可能有用。然而,文献表明在测量容积的研究中缺乏共识。这可能归因于不同的计算机断层扫描数据采集技术、分割方法、研究重点等原因。此外,对上颌窦进行容积量化的方法通常是手动或半自动的,这需要大量的用户专业知识且耗时。本研究的目的是基于计算机断层扫描图像开发一种用于量化上颌窦总体积和无气容积的自动化工具。该量化工具旨在使上颌窦容积测量标准化,从而更好地比较和确定影响上颌窦大小的因素。该自动化工具利用了图像处理技术(分水岭算法、阈值处理和形态学算子)。对30例患者的上颌窦容积进行了量化。为了评估自动化工具的准确性,将结果与由经验丰富的放射科医生使用标准程序进行的手动分割结果进行了比较。自动化方法与手动方法之间的平均百分比差异,上颌窦总体积为7.19%±5.83%,无气容积为6.93%±4.29%。线性回归和布兰德-奥特曼统计显示两种方法之间具有良好的一致性和低离散度。目前用于上颌窦容积评估的自动化工具快速、可靠、稳健、准确且可重复,可应用于临床实践。该工具可用于使上颌窦容积测量标准化。这种标准化对于允许不同研究之间进行比较、更好地理解上颌窦的作用以及确定在正常和病理条件下影响上颌窦大小的因素极为重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f2ba/5755892/ff2af7ba5c92/pone.0190770.g001.jpg

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