多能量窗散射建模用于SPECT成像中散射辐射信息的整合

Z. Liu, T. Obi, M. Yamguchi, N. Ohyama
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引用次数: 0

摘要

单光子发射计算机断层扫描(SPECT)中的散射包含活动信息,一些报道表明利用这些信息可以提高图像质量。该方法是在重建过程中对多个能量窗口的散射进行建模。然而,利用散射辐射进行重建时的性能和噪声特性是尚未解决的问题。本文研究了在投影视图较少的情况下,多能量窗散射的建模方法。利用奇异值分解(SVD)对系统性能进行分析。为了研究噪声行为,重构是通过估计重构体素值的方差来完成的。通过分辨率核分析评价了在噪声情况下使用散射的有效性。结果表明,在重构图像的归一化均方误差(NMEM)和分辨率核中,采用散点技术的改进效果明显。当光子计数低于100万时,在投影视图较少的情况下使用散射仍然有一定的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling scatter in multiple energy windows for incorporating scattered radiation information in SPECT imaging
The scatter in single photon emission computed tomography (SPECT) contains activity information and some reports showed that it is possible to use this information for improving image quantity. The method is modeling scatter in multiple energy windows in reconstruction. However, what the performance and what noise behavior will be when using scattered radiation in reconstruction are the problems remaining unanswered. Here, the authors investigate the method of modeling scatter in multiple energy windows in the cases of few projection views. The system performance is analyzed by using singular value decomposition (SVD). For investigating noise behavior, the reconstruction is accomplished by estimating the variance of reconstructed voxel values. The effectiveness of using scatter in noise cases is evaluated by resolution kernel analysis. The results show that the improvements due to using scatter are shown in normalized mean square error (NMEM) of reconstructed images and the resolution kernels. When photon counts fall below about one million, there is still some effectiveness of using scatter in the cases of few projection views.
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