Dual-Split CT to Simulate Multiple Radiation Doses From a Single Scan-Liver Lesion Detection Compared With Dose-Matched Single-Energy CT.

IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Investigative Radiology Pub Date : 2024-07-30 DOI:10.1097/RLI.0000000000001111
Damien Racine, Tilo Niemann, Bence Nemeth, Lucia Gallego Manzano, Hatem Alkadhi, Anaïs Viry, Rahel A Kubik-Huch, Thomas Frauenfelder, André Euler
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Abstract

Objectives: The aim of this study was to evaluate the potential use of simulated radiation doses from a dual-split CT scan for dose optimization by comparing their lesion detectability to dose-matched single-energy CT acquisitions at different radiation dose levels using a mathematical model observer.

Materials and methods: An anthropomorphic abdominal phantom with liver lesions (5-10 mm, both hyperattenuating and hypoattenuating) was imaged using a third-generation dual-source CT in single-energy dual-source mode at 100 kVp and 3 radiation doses (5, 2.5, 1.25 mGy). The tube current was 67% for tube A and 33% for tube B. For each dose, 5 simulated radiation doses (100%, 67%, 55%, 45%, 39%, and 33%) were generated through linear image blending. The phantom was also imaged using traditional single-source single-energy mode at equivalent doses. Each setup was repeated 10 times. Image noise texture was evaluated by the average spatial frequency (fav) of the noise power spectrum. Liver lesion detection was measured by the area under the receiver operating curve (AUC), using a channelized Hotelling model observer with 10 dense Gaussian channels.

Results: Fav decreased at lower radiation doses and differed between simulated and single-energy images (eg, 0.16 mm-1 vs 0.14 mm-1 for simulated and single-energy images at 1.25 mGy), indicating slightly blotchier noise texture for dual-split CT. For hyperattenuating lesions, the mean AUC ranged between 0.92-0.99, 0.81-0.96, and 0.68-0.89 for single-energy, and between 0.91-0.99, 0.78-0.91, and 0.70-0.85 for dual-split at 5 mGy, 2.5 mGy, and 1.25 mGy, respectively. For hypoattenuating lesions, the AUC ranged between 0.90-0.98, 0.75-0.93, and 0.69-0.86 for the single-energy, and between 0.92-0.99, 0.76-0.87, and 0.67-0.81 for dual-split at 5 mGy, 2.5 mGy, and 1.25 mGy, respectively. AUC values were similar between both modes at 5 mGy, and slightly lower, albeit not significantly, for the dual-split mode at 2.5 and 1.25 mGy.

Conclusions: Lesion detectability was comparable between multiple simulated radiation doses from a dual-split CT scan and dose-matched single-energy CT. Noise texture was slightly blotchier in the simulated images. Simulated doses using dual-split CT can be used to assess the impact of radiation dose reduction on lesion detectability without the need for repeated patient scans.

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与剂量匹配的单能量 CT 相比,双分流 CT 可模拟单次扫描的多重辐射剂量--肝脏病变检测。
研究目的本研究的目的是利用数学模型观测器,将双分流 CT 扫描的模拟辐射剂量与不同辐射剂量水平下的剂量匹配单能 CT 采集的病变可探测性进行比较,从而评估双分流 CT 扫描的模拟辐射剂量在剂量优化中的潜在用途:使用第三代双源 CT,在 100 kVp 和 3 种辐射剂量(5、2.5、1.25 mGy)的单能双源模式下,对带有肝脏病变(5-10 mm,高衰减和低衰减)的拟人腹部模型进行成像。对于每个剂量,通过线性图像混合生成 5 个模拟辐射剂量(100%、67%、55%、45%、39% 和 33%)。在同等剂量下,还使用传统的单源单能模式对该模型进行成像。每种设置重复 10 次。图像噪声纹理通过噪声功率谱的平均空间频率 (fav) 进行评估。肝脏病变检测采用接收器工作曲线下面积(AUC)进行测量,使用的是具有 10 个密集高斯通道的通道化霍特林模型观测器:结果:在辐射剂量较低时,Fav 值下降,模拟图像和单能量图像的 Fav 值也不同(例如,在 1.25 mGy 时,模拟图像和单能量图像的 Fav 值为 0.16 mm-1 对 0.14 mm-1),这表明双分割 CT 的噪声纹理略微模糊。对于高衰减病变,单能量的平均 AUC 分别为 0.92-0.99、0.81-0.96 和 0.68-0.89,双分割 CT 在 5 mGy、2.5 mGy 和 1.25 mGy 下的平均 AUC 分别为 0.91-0.99、0.78-0.91 和 0.70-0.85。对于低衰减病变,单能量的 AUC 值分别为 0.90-0.98、0.75-0.93 和 0.69-0.86,双分割 5 mGy、2.5 mGy 和 1.25 mGy 的 AUC 值分别为 0.92-0.99、0.76-0.87 和 0.67-0.81。在 5 mGy 时,两种模式的 AUC 值相似,在 2.5 mGy 和 1.25 mGy 时,双分割模式的 AUC 值略低,但并不明显:结论:双分割 CT 扫描和剂量匹配的单能量 CT 在多个模拟辐射剂量下的病变可探测性相当。模拟图像的噪点纹理略微模糊。使用双分割 CT 的模拟剂量可用于评估减少辐射剂量对病变可探测性的影响,而无需对患者进行重复扫描。
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来源期刊
Investigative Radiology
Investigative Radiology 医学-核医学
CiteScore
15.10
自引率
16.40%
发文量
188
审稿时长
4-8 weeks
期刊介绍: Investigative Radiology publishes original, peer-reviewed reports on clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, and related modalities. Emphasis is on early and timely publication. Primarily research-oriented, the journal also includes a wide variety of features of interest to clinical radiologists.
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