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Quantitative measurements of emphysema in ultra?high resolution computed tomography using model?based iterative reconstruction in comparison to that using hybrid iterative reconstruction

机译:肺气肿的定量测量超?模型?相比,使用混合迭代重建

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摘要

The percentage of low attenuation volume ratio (LAVR), which is measured using computed tomography (CT), is an index of the severity of emphysema. For LAVR evaluation, ultra-high-resolution (U-HR) CT images are useful. To improve the image quality of U-HRCT, iterative reconstruction is used. There are two types of iterative reconstruction: hybrid iterative reconstruction (HIR) and model-based iterative reconstruction (MBIR). In this study, we physically and clinically evaluated U-HR images reconstructed with HIR and MBIR, and demonstrated the usefulness of U-HR images with MBIR for quantitative measurements of emphysema. Both images were reconstructed with a slice thickness of 0.25 mm and an image matrix size of 1024 x 1024 pixels. For physical evaluation, the modulation transfer function (MTF) and noise power spectrum (NPS) of HIR and MBIR were compared. For clinical evaluation, LAVR calculated from HIR and MBIR were compared using the Wilcoxon matched-pairs signed-rank test. In addition, the correlation between LAVR and forced expiratory volume in one second (FEV1%) was evaluated using the Spearman rank correlation test. The MTFs of HIR and MBIR were comparable. The NPS of MBIR was lower than that of HIR. The mean LAVR values calculated from HIR and MBIR were 19.5 +/- 12.6% and 20.4 +/- 11.7%, respectively (p = 0.84). The correlation coefficients between LAVR and FEV1% that were taken from HIR and MBIR were 0.64 and 0.74, respectively (p 0.01). MBIR is more useful than HIR for the quantitative measurements of emphysema with U-HR images.
机译:低衰减体积比的百分比(LAVR),这是使用计算测量断层扫描(CT)是一个指数的严重性肺气肿。ultra-high-resolution (U-HR) CT图像有用的。使用迭代重建。类型的迭代重建:混合动力车迭代重建(HIR)和基于模型迭代重建(MBIR)。我们身体和U-HR临床评估图像重建与HIR MBIR和证明U-HR图像的有效性MBIR肺气肿的定量测量。图片都是重建的一片厚度0.25毫米和一个图像矩阵的大小1024 x 1024像素。调制传递函数(MTF)和噪音功率谱的雇佣和MBIR (NPS)比较。计算从HIR MBIR比较使用的Wilcoxon配对符号秩检验。LAVR之间的相关性和被迫的一秒钟用力呼气容积(FEV1%)评估使用斯皮尔曼等级相关测试。的NPS MBIR低于雇佣。从雇佣和MBIR意味着LAVR值计算是19.5 + / - 12.6%和20.4 + / - 11.7%,分别(p = 0.84)。LAVR和FEV1%之间的系数取自HIR和MBIR 0.64和0.74,分别(p & 比雇佣的定量测量肺气肿U-HR图像。

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