Feasibility of four-dimensional similarity filter for radiation dose reduction in dynamic myocardial computed tomography perfusion imaging.

Frontiers in radiology Pub Date : 2023-12-01 eCollection Date: 2023-01-01 DOI:10.3389/fradi.2023.1214521
Yuta Yamamoto, Yuki Tanabe, Akira Kurata, Shuhei Yamamoto, Tomoyuki Kido, Teruyoshi Uetani, Shuntaro Ikeda, Shota Nakano, Osamu Yamaguchi, Teruhito Kido
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Abstract

Rationale and objectives: We aimed to evaluate the impact of four-dimensional noise reduction filtering using a four-dimensional similarity filter (4D-SF) on radiation dose reduction in dynamic myocardial computed tomography perfusion (CTP).

Materials and methods: Forty-three patients who underwent dynamic myocardial CTP using 320-row computed tomography (CT) were included in the study. The original images were reconstructed using iterative reconstruction (IR). Three different CTP datasets with simulated noise, corresponding to 25%, 50%, and 75% reduction of the original dose (300 mA), were reconstructed using a combination of IR and 4D-SF. The signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were assessed, and CT-derived myocardial blood flow (CT-MBF) was quantified. The results were compared between the original and simulated images with radiation dose reduction.

Results: The median SNR (first quartile-third quartile) at the original, 25%-, 50%-, and 75%-dose reduced-simulated images with 4D-SF was 8.3 (6.5-10.2), 16.5 (11.9-21.7), 15.6 (11.0-20.1), and 12.8 (8.8-18.1) and that of CNR was 4.4 (3.2-5.8), 6.7 (4.6-10.3), 6.6 (4.3-10.1), and 5.5 (3.5-9.1), respectively. All the dose-reduced-simulated CTPs with 4D-SF had significantly higher image quality scores in SNR and CNR than the original ones (25%-, 50%-, and 75%-dose reduced vs. original images, p < 0.05, in each). The CT-MBF in 75%-dose reduced-simulated CTP was significantly lower than 25%-, 50%- dose-reduced-simulated, and original CTPs (vs. 75%-dose reduced-simulated images, p < 0.05, in each).

Conclusion: 4D-SF has the potential to reduce the radiation dose associated with dynamic myocardial CTP imaging by half, without impairing the robustness of MBF quantification.

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四维相似性滤波器在动态心肌计算机断层扫描灌注成像中减少辐射剂量的可行性。
原理和目的:我们旨在评估使用四维相似性过滤器(4D-SF)进行四维降噪过滤对减少动态心肌计算机断层扫描灌注(CTP)辐射剂量的影响:研究对象包括 43 名使用 320 排计算机断层扫描(CT)进行动态心肌 CTP 的患者。原始图像采用迭代重建(IR)技术进行重建。使用 IR 和 4D-SF 组合重建了三个不同的模拟噪声 CTP 数据集,分别相当于原始剂量(300 mA)的 25%、50% 和 75%。对信噪比(SNR)和对比度-噪声比(CNR)进行了评估,并对 CT 衍生的心肌血流(CT-MBF)进行了量化。结果比较了原始图像和减少辐射剂量后的模拟图像:结果:原始图像、25%、50% 和 75% 剂量减少后的 4D-SF 模拟图像的信噪比中位数(第一四分位数-第三四分位数)分别为 8.3(6.5-10.2)、16.5(11.9-21.7)、16.5(11.9-21.7)和 16.5(11.9-21.7)。5(11.9-21.7)、15.6(11.0-20.1)和 12.8(8.8-18.1),CNR 分别为 4.4(3.2-5.8)、6.7(4.6-10.3)、6.6(4.3-10.1)和 5.5(3.5-9.1)。所有使用 4D-SF 的剂量减低模拟 CTP 在 SNR 和 CNR 方面的图像质量评分都明显高于原始图像(25%、50% 和 75% 剂量减低与原始图像对比,P P 结论:4D-SF 有可能将动态心肌 CTP 成像的辐射剂量减少一半,而不影响 MBF 定量的稳健性。
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