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重叠投影对多针孔单光子发射计算机断层扫描重建图像质量的影响。

Effect of overlapping projections on reconstruction image quality in multipinhole SPECT.

作者信息

Vunckx Kathleen, Suetens Paul, Nuyts Johan

机构信息

Department of Nuclear Medicine, K. U. Leuven, B-3000 Leuven, Belgium.

出版信息

IEEE Trans Med Imaging. 2008;27(7):972-83. doi: 10.1109/TMI.2008.922700.

Abstract

Multipinhole single photon emission computed tomography (SPECT) imaging has several advantages over single pinhole SPECT imaging, including an increased sensitivity and an improved sampling. However, the quest for a good design is challenging, due to the large number of design parameters. The effect of one of these, the amount of overlap in the projection images, on the reconstruction image quality, is examined in this paper. The evaluation of the quality is based on efficient approximations for the linearized local impulse response and the covariance in a voxel, and on the bias of the reconstruction of the noiseless projection data. Two methods are proposed that remove the overlap in the projection image by blocking certain projection rays with the use of extra shielding between the pinhole plate and the detector. Also two measures to quantify the amount of overlap are suggested. First, the approximate method, predicting the contrast-to-noise ratio (CNR), is validated using postsmoothed maximum likelihood expectation maximization (MLEM) reconstructions with an imposed target resolution. Second, designs with different amounts of overlap are evaluated to study the effect of multiplexing. In addition, the CNR of each pinhole design is also compared with that of the same design where overlap is removed. Third, the results are interpreted with the overlap quantification measures. Fourth, the two proposed overlap removal methods are compared. From the results we can conclude that, once the complete detector area has been used, the extra sensitivity due to multiplexing is only able to compensate for the loss of information, not to improve the CNR. Removing the overlap, however, improves the CNR. The gain is most prominent in the central field of view, though often at the cost of the CNR of some voxels at the edges, since after overlap removal very little information is left for their reconstruction. The reconstruction images provide insight in the multiplexing and truncation artifacts.

摘要

多针孔单光子发射计算机断层扫描(SPECT)成像相对于单针孔SPECT成像具有多个优势,包括更高的灵敏度和更好的采样。然而,由于设计参数众多,寻求良好的设计具有挑战性。本文研究了其中一个参数,即投影图像中的重叠量,对重建图像质量的影响。质量评估基于线性化局部脉冲响应和体素协方差的有效近似,以及无噪声投影数据重建的偏差。提出了两种方法,通过在针孔板和探测器之间使用额外的屏蔽来阻挡某些投影射线,从而消除投影图像中的重叠。还提出了两种量化重叠量的措施。首先,使用具有规定目标分辨率的后平滑最大似然期望最大化(MLEM)重建来验证预测对比度噪声比(CNR)的近似方法。其次,评估具有不同重叠量的设计,以研究复用的效果。此外,还将每个针孔设计的CNR与去除重叠后的相同设计的CNR进行比较。第三,用重叠量化措施解释结果。第四,比较所提出的两种重叠去除方法。从结果可以得出结论,一旦使用了完整的探测器区域,复用带来的额外灵敏度仅能补偿信息损失,而不能提高CNR。然而,去除重叠可以提高CNR。增益在中心视野中最为显著,不过通常是以边缘一些体素的CNR为代价,因为去除重叠后,用于其重建的信息所剩无几。重建图像有助于深入了解复用和截断伪影。

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