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结合单散射模拟和蒙特卡罗模拟缩放的散射校正改善了吸入O气的三维脑PET/CT成像中的视觉伪影和定量分析。

Scatter Correction with Combined Single-Scatter Simulation and Monte Carlo Simulation Scaling Improved the Visual Artifacts and Quantification in 3-Dimensional Brain PET/CT Imaging with O-Gas Inhalation.

作者信息

Magota Keiichi, Shiga Tohru, Asano Yukari, Shinyama Daiki, Ye Jinghan, Perkins Amy E, Maniawski Piotr J, Toyonaga Takuya, Kobayashi Kentaro, Hirata Kenji, Katoh Chietsugu, Hattori Naoya, Tamaki Nagara

机构信息

Division of Medical Imaging and Technology, Hokkaido University Hospital, Sapporo, Japan.

Department of Nuclear Medicine, Hokkaido University Graduate School of Medicine, Sapporo, Japan

出版信息

J Nucl Med. 2017 Dec;58(12):2020-2025. doi: 10.2967/jnumed.117.193060. Epub 2017 Jun 23.

DOI:10.2967/jnumed.117.193060
PMID:28646012
Abstract

In 3-dimensional PET/CT imaging of the brain with O-gas inhalation, high radioactivity in the face mask creates cold artifacts and affects the quantitative accuracy when scatter is corrected by conventional methods (e.g., single-scatter simulation [SSS] with tail-fitting scaling [TFS-SSS]). Here we examined the validity of a newly developed scatter-correction method that combines SSS with a scaling factor calculated by Monte Carlo simulation (MCS-SSS). We performed phantom experiments and patient studies. In the phantom experiments, a plastic bottle simulating a face mask was attached to a cylindric phantom simulating the brain. The cylindric phantom was filled with F-FDG solution (3.8-7.0 kBq/mL). The bottle was filled with nonradioactive air or various levels of F-FDG (0-170 kBq/mL). Images were corrected either by TFS-SSS or MCS-SSS using the CT data of the bottle filled with nonradioactive air. We compared the image activity concentration in the cylindric phantom with the true activity concentration. We also performed O-gas brain PET based on the steady-state method on patients with cerebrovascular disease to obtain quantitative images of cerebral blood flow and oxygen metabolism. In the phantom experiments, a cold artifact was observed immediately next to the bottle on TFS-SSS images, where the image activity concentrations in the cylindric phantom were underestimated by 18%, 36%, and 70% at the bottle radioactivity levels of 2.4, 5.1, and 9.7 kBq/mL, respectively. At higher bottle radioactivity, the image activity concentrations in the cylindric phantom were greater than 98% underestimated. For the MCS-SSS, in contrast, the error was within 5% at each bottle radioactivity level, although the image generated slight high-activity artifacts around the bottle when the bottle contained significantly high radioactivity. In the patient imaging with O and CO inhalation, cold artifacts were observed on TFS-SSS images, whereas no artifacts were observed on any of the MCS-SSS images. MCS-SSS accurately corrected the scatters in O-gas brain PET when the 3-dimensional acquisition mode was used, preventing the generation of cold artifacts, which were observed immediately next to a face mask on TFS-SSS images. The MCS-SSS method will contribute to accurate quantitative assessments.

摘要

在吸入氧气的脑部三维正电子发射断层显像/计算机断层扫描(PET/CT)成像中,面罩中的高放射性会产生冷伪影,并且在采用传统方法(例如,带尾部拟合缩放的单散射模拟[SSS],即TFS - SSS)进行散射校正时会影响定量准确性。在此,我们检验了一种新开发的散射校正方法的有效性,该方法将SSS与通过蒙特卡罗模拟(MCS)计算的缩放因子相结合(即MCS - SSS)。我们进行了体模实验和患者研究。在体模实验中,将一个模拟面罩的塑料瓶附着到一个模拟脑部的圆柱形体模上。圆柱形体模中填充有氟代脱氧葡萄糖(F - FDG)溶液(3.8 - 7.0 kBq/mL)。瓶子中填充有非放射性空气或不同水平的F - FDG(0 - 170 kBq/mL)。使用填充有非放射性空气的瓶子的CT数据,通过TFS - SSS或MCS - SSS对图像进行校正。我们将圆柱形体模中的图像活度浓度与真实活度浓度进行了比较。我们还对脑血管疾病患者基于稳态法进行了氧气脑部PET检查,以获取脑血流和氧代谢的定量图像。在体模实验中,在TFS - SSS图像上,紧邻瓶子处观察到冷伪影,在瓶子放射性水平为2.4、5.1和9.7 kBq/mL时,圆柱形体模中的图像活度浓度分别被低估了18%、36%和70%。在瓶子放射性更高时,圆柱形体模中的图像活度浓度被低估超过98%。相比之下,对于MCS - SSS,尽管当瓶子含有显著高放射性时,图像在瓶子周围产生轻微的高活度伪影,但在每个瓶子放射性水平下误差均在5%以内。在吸入氧气和一氧化碳的患者成像中,TFS - SSS图像上观察到冷伪影,而MCS - SSS图像上未观察到任何伪影。当使用三维采集模式时,MCS - SSS准确校正了氧气脑部PET中的散射,防止了冷伪影的产生,而在TFS - SSS图像上,冷伪影紧邻面罩出现。MCS - SSS方法将有助于进行准确的定量评估。

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