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

被引:0
作者
Shun Muramatsu
Kazuhiro Sato
Tsuneo Yamashiro
Kunio Doi
机构
[1] Ohara General Hospital,Department of Radiology
[2] Tohoku University Graduate School of Medicine,Health Sciences
[3] Yokohama City University,Department of Diagnostic Radiology
[4] University of Chicago,Department of Radiology
[5] Gunma Prefectural College of Health Sciences,undefined
来源
Physical and Engineering Sciences in Medicine | 2022年 / 45卷
关键词
Model based iterative reconstruction; Chronic obstructive pulmonary disease; Ultra-high-resolution; Modulation transfer function; Noise power spectrum; Hybrid iterative reconstruction;
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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 × 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.
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页码:115 / 124
页数:9
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