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首页> 外文期刊>IEEE Transactions on Medical Imaging >Single and Multipinhole Collimator Design Evaluation Method for Small Animal SPECT
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Single and Multipinhole Collimator Design Evaluation Method for Small Animal SPECT

机译:小动物SPECT单针孔准直器设计评估方法

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High-resolution functional imaging of small animals is often obtained by single pinhole SPECT with circular orbit acquisition. Multipinhole SPECT adds information due to its improved sampling, and can improve the trade-off between resolution and sensitivity. To evaluate different pinhole collimator designs an efficient method is needed that quantifies the reconstruction image quality. In this paper, we propose a fast, approximate method that examines the quality of individual voxels of a postsmoothed maximum likelihood expectation maximization (MLEM) reconstruction by studying their linearized local impulse response (LLIR) and (co)variance for a predefined target resolution. For validation, the contrast-to-noise ratios (CNRs) in some voxels of a homogeneous sphere and of a realistic rat brain software phantom were calculated for many single and multipinhole designs. A good agreement was observed between the CNRs obtained with the approximate method and those obtained with postsmoothed MLEM reconstructions of simulated noisy projections. This good agreement was quantified by a least squares fit through these results, which yielded a line with slope 1.02 (1.00 expected) and a y-intercept close to zero (0 expected). 95.4% of the validation points lie within three standard deviations from that line. Using the approximate method, the influence on the CNR of varying a parameter in realistic single and multipinhole designs was examined. The investigated parameters were the aperture diameter, the distance between the apertures and the axis-of-rotation, the focal distance, the acceptance angle, the position of the apertures, the focusing distance, and the number of pinholes. The results can generally be explained by the change in sensitivity, the amount of postsmoothing, and the amount of overlap in the projections. The method was applied to multipinhole designs with apertures focusing at a single point, but is also applicable to other designs.
机译:小型动物的高分辨率功能成像通常通过带有圆形轨道采集的单针孔SPECT获得。 Multipinhole SPECT通过改进采样来添加信息,并可以改善分辨率和灵敏度之间的权衡。为了评估不同的针孔准直仪设计,需要一种有效的方法来量化重建图像的质量。在本文中,我们提出了一种快速,近似的方法,通过研究预定义目标分辨率的线性化局部脉冲响应(LLIR)和(协)方差,来检验平滑后的最大似然期望最大化(MLEM)重构的各个体素的质量。为了进行验证,针对许多单针孔和多针孔设计,计算了均匀球体和逼真的大鼠大脑软件体模的某些体素中的对比噪声比(CNR)。通过近似方法获得的CNR与通过模拟噪声投影的平滑后MLEM重建获得的CNR之间观察到良好的一致性。通过这些结果的最小二乘拟合,可以量化出这种良好的一致性,得出的直线斜率为1.02(预期值为1.00),y轴截距接近于零(预期值为0)。 95.4%的验证点位于与该线的三个标准偏差之内。使用近似方法,研究了在实际的单针孔和多针孔设计中更改参数对CNR的影响。研究的参数是孔径,孔径与旋转轴之间的距离,焦距,接受角,孔径的位置,聚焦距离和针孔数。通常可以通过灵敏度的变化,平滑后的数量以及投影中的重叠数量来解释结果。该方法已应用于孔径集中在单个点的多针孔设计,但也适用于其他设计。

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