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Ultra-low-dose chest computed tomography for interstitial lung disease using model-based iterative reconstruction with or without the lung setting

机译:使用基于模型的有或无肺设置的迭代重建技术对间质性肺疾病进行超低剂量胸部计算机断层扫描

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摘要

The aim of this study was to assess the effects of reconstruction on the image quality and quantitative analysis for interstitial lung disease (ILD) using filtered back projection (FBP) and model-based iterative reconstruction (MBIR) with the lung setting and the conventional setting on ultra-low-dose computed tomography (CT).Fifty-two patients with known ILD were prospectively enrolled and underwent CT at an ultra-low dose (0.18 ± 0.02 mSv) and a standard dose (7.01 ± 2.66 mSv). Ultra-low-dose CT was reconstructed using FBP (uFBP) and MBIR with the lung setting (uMBIR-Lung) and the conventional setting (uMBIR-Stnd). Standard-dose CT was reconstructed using FBP (sFBP). Three radiologists subjectively evaluated the images on a 3-point scale (1 = worst, 3 = best). For objective image quality analysis, regions of interest were placed in the lung parenchyma and the axillary fat, and standard deviation (SD), signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were evaluated. For 32 patients with clinically diagnosed idiopathic interstitial pneumonia, quantitative measurements including total lung volume (TLV) and the percentage of ILD volume (%ILDV) were obtained. The medians of 3 radiologists’ scores were analyzed using the Wilcoxon signed-rank test and the objective noise was analyzed using the paired t test. The Bonferroni correction was used for multiple comparisons. The quantitative measurements were analyzed using the Bland-Altman method.uMBIR-Lung scored better than uMBIR-Stnd and worse than sFBP (P < .001), except for noise and streak artifact in subjective analysis. The SD decreased significantly in the order of uMBIR-Stnd, uMBIR-Lung, sFBP, and uFBP (P < .001). The SNR and CNR increased significantly in the order of uMBIR-Stnd, uMBIR-Lung, sFBP, and uFBP (P < .001). For TLV, there was no significant bias between ultra-low-dose MBIRs and sFBP (P > .3). For %ILDV, there was no significant bias between uMBIR-Lung and sFBP (p = 0.8), but uMBIR-Stnd showed significantly lower %ILDV than sFBP (P = .013).uMBIR-Lung provided more appropriate image quality than uMBIR-Stnd. Although inferior to standard-dose CT for image quality, uMBIR-Lung showed equivalent CT quantitative measurements to standard-dose CT.
机译:这项研究的目的是评估滤过背投影(FBP)和基于模型的迭代重建(MBIR)在肺环境和常规环境下重建对间质性肺疾病(ILD)图像质量和定量分析的影响前瞻性入组52例ILD患者,并以超低剂量(0.18±±0.02 mSv)和标准剂量(7.01±±2.66 mSv)进行CT扫描。使用FBP(uFBP)和MBIR在肺部设置(uMBIR-Lung)和常规设置(uMBIR-Stnd)下重建超低剂量CT。使用FBP(sFBP)重建标准剂量CT。三位放射科医生主观地以3分制对图像进行了评估(1分=最差,3分=最佳)。为了进行客观的图像质量分析,将感兴趣区域放置在肺实质和腋窝脂肪中,并评估标准差(SD),信噪比(SNR)和对比噪声比(CNR)。对于32位临床诊断为特发性间质性肺炎的患者,获得了包括总肺体积(TLV)和ILD体积百分比(%ILDV)在内的定量测量结果。使用Wilcoxon符号秩检验分析3名放射科医生得分的中位数,并使用配对t检验分析客观噪声。 Bonferroni校正用于多次比较。使用Bland-Altman方法分析定量测量结果.uMBIR-Lung得分优于uMBIR-Stnd且劣于sFBP(P- <0.001),但主观分析中的杂音和条纹伪影除外。 SD以uMBIR-Stnd,uMBIR-Lung,sFBP和uFBP的顺序显着降低(P <0.001)。 SNR和CNR以uMBIR-Stnd,uMBIR-Lung,sFBP和uFBP的顺序显着增加(P <0.001)。对于TLV,超低剂量MBIR和sFBP之间没有显着偏差(P> .3)。对于%ILDV,uMBIR-Lung和sFBP之间无显着偏差(p = 0.8),但uMBIR-Stnd显示的%ILDV明显低于sFBP(P = .013)。uMBIR-Lung提供的图像质量比uMBIR-L更合适Stnd。虽然在图像质量方面不如标准剂量CT,但uMBIR-Lung显示出与标准剂量CT相当的CT定量测量结果。

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