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多探测器小孔径 SPECT 脑成像中的轴向和角度采样研究。

Investigation of Axial and Angular Sampling in Multi-Detector Pinhole-SPECT Brain Imaging.

出版信息

IEEE Trans Med Imaging. 2020 Dec;39(12):4209-4224. doi: 10.1109/TMI.2020.3015079. Epub 2020 Nov 30.

Abstract

We designed a dedicated multi-detector multi-pinhole brain SPECT scanner to generate images of higher quality compared to general-purpose systems. The system, AdaptiSPECT-C, is intended to adapt its sensitivity-resolution trade-off by varying its aperture configurations allowing both high-sensitivity dynamic and high-spatial-resolution static imaging. The current system design consists of 23 detector heads arranged in a truncated spherical geometry. In this work, we investigated the axial and angular sampling capability of the current stationary system design. Two data acquisition schemes using limited rotation of the gantry and two others using axial translation of the imaging bed were also evaluated concerning their impact on image quality through improved sampling. Increasing both angular and axial sampling in the current prototype system resulted in quantitative improvements in image quality metrics and qualitative appearance of the images as determined in studies with specifically selected phantoms. Visual improvements for the brain phantoms with clinical distributions were less pronounced but presented quantitative improvements in the fidelity (normalized root-mean-square error (NRMSE)) and striatal specific binding ratio (SBR) for a dopamine transporter (DAT) distribution, and in NRMSE and activity recovery for a brain perfusion distribution. More pronounced improvements with increased sampling were seen in contrast recovery coefficient, bias, and coefficient of variation for a lesion in the brain perfusion distribution. The negligible impact of the most cranial ring of detectors on axial sampling, but its significant impact on sensitivity and angular sampling in the cranial portion of the imaging volume-of-interest were also determined.

摘要

我们设计了一种专用的多探测器多针孔脑 SPECT 扫描仪,旨在生成比通用系统质量更高的图像。该系统名为 AdaptiSPECT-C,旨在通过改变孔径配置来适应其灵敏度分辨率权衡,从而实现高灵敏度动态成像和高空间分辨率静态成像。当前的系统设计由 23 个探测器头组成,呈截头球面几何形状排列。在这项工作中,我们研究了当前固定系统设计的轴向和角度采样能力。还评估了两种使用旋转机架有限旋转的采集方案和另外两种使用成像床轴向平移的采集方案,以通过改进采样对图像质量的影响。在当前原型系统中增加角向和轴向采样都会导致图像质量指标的定量改善,并在使用特定选择的体模进行的研究中改善图像的定性外观。具有临床分布的脑体模的视觉改善不太明显,但在多巴胺转运体(DAT)分布的保真度(归一化均方根误差(NRMSE))和纹状体特异性结合比(SBR)以及脑灌注分布的 NRMSE 和活动恢复方面呈现出定量改善。在脑灌注分布的病变中,对比度恢复系数、偏差和变异系数的改善更为明显。还确定了最靠近探测器的环对轴向采样的影响可以忽略不计,但对感兴趣成像体积的颅侧部分的灵敏度和角度采样的影响很大。

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