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Validation of the CT iterative reconstruction technique for low-dose CT attenuation correction for improving the quality of PET images in an obesity-simulating body phantom and clinical study

机译:用于肥胖模拟体模的小剂量CT衰减校正的CT迭代重建技术的验证,以改善PET图像的质量和临床研究

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ObjectiveThe aim of this study was to validate the efficacy of computed tomography (CT) iterative reconstruction (CT-IR) for low-dose CT attenuation correction in terms of the estimation of attenuation coefficient and quality of PET images.Materials and methodsWe used normal and obesity-simulating body phantoms. PET images were reconstructed using two attenuation correction maps obtained using filtered back projection (CT-FBP) and CT-IR. The CT numbers, attenuation coefficients, contrast-to-noise ratio (CNR10mm), and coefficient of variation were evaluated. Fifty-two consecutive patients who underwent F-18-FDG PET/CT with low-dose CT scans were selected for the clinical study. Clinical PET images were reconstructed using CT-FBP and CT-IR, and the effects of CT-IR were examined according to the maximum standardized uptake value (SUVmax), contrast-to-noise ratio in the tumor (CNRtumor), and signal-to-noise ratio in the liver (SNRliver).ResultsThe CT number on the CT-IR was significantly lower than that of CT-FBP in the obesity-simulating body phantom. The decrease in attenuation coefficients obtained using CT-IR was smaller than that obtained using CT-FBP. The CNR10mm and coefficient of variation obtained using CT-IR were superior to those obtained using CT-FBP. The SUVmax was not significantly different between the CT-FBP and CT-IR. Although the difference in the SNRliver between the CT-FBP and CT-IR was not significant, the CNRtumor of the CT-IR was significantly higher than that obtained using CT-FBP in obese patients.ConclusionWe demonstrated that CT-IR improved the estimation of the attenuation coefficient and provided significant improvement in the CNR of the clinical PET images.
机译:目的本研究旨在验证CT迭代重建(CT-IR)在低剂量CT衰减校正方面的功效,即根据PET图像的衰减系数和质量的估计值。模拟肥胖的人体模型。使用两个衰减校正图重建PET图像,该两个衰减校正图使用滤波后的反投影(CT-FBP)和CT-IR获得。评估了CT数,衰减系数,对比噪声比(CNR10mm)和变异系数。选择连续52例接受F-18-FDG PET / CT低剂量CT扫描的患者进行临床研究。使用CT-FBP和CT-IR重建临床PET图像,并根据最大标准化摄取值(SUVmax),肿瘤中的对比噪声比(CNRtumor)和信号强度检查CT-IR的效果结果:在模拟肥胖的人体模型中,CT-IR上的CT数显着低于CT-FBP。使用CT-IR获得的衰减系数降低幅度小于使用CT-FBP获得的衰减系数降低幅度。使用CT-IR获得的CNR10mm和变异系数优于使用CT-FBP获得的CNR10mm和变异系数。 SUVmax在CT-FBP和CT-IR之间没有显着差异。尽管CT-FBP和CT-IR之间的SNRliver差异不明显,但肥胖患者CT-IR的CNRtumor明显高于使用CT-FBP获得的CNRtumor。衰减系数,并在临床PET图像的CNR中提供了显着改善。

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