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The Evaluation of Data Completeness and Image Quality in Multiplexing Multi-Pinhole SPECT

机译:多重多孔SPECT数据完整性和图像质量评估

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Multi-pinhole collimators are often used in pre-clinical SPECT systems because they have a better resolution-sensitivity tradeoff than parallel hole collimators when imaging small objects. Most multi-pinhole collimators are designed to allow no or only a limited amount of overlap between the different pinhole projections because the ambiguity introduced by multiplexing pinholes can result in artifacts. The origin of these artifacts is still not fully understood, but previous research has already shown that data incompleteness could be part of the explanation. Therefore, we developed a method to investigate data completeness in multiplexing multi-pinhole systems and showed that a certain activity distribution can be successfully reconstructed when the nonmultiplexed data is complete or when the overlap can be sufficiently de-multiplexed. We validated this method using computer simulated phantom data of different multiplexing systems. We also studied contrast-to-noise and nonprewhitening matched filter signal-to-noise ratio (NPW-SNR) to compare the image quality in a single pinhole system with multiplexing systems. We found that our method can indeed be used to evaluate data completeness in multiplexing systems and found no artifacts in the systems that had complete data. Sensitivity increased significantly with multiplexing but we found only small, nonsignificant differences in contrast-to-noise ratio. However, the NPW-SNR did slightly improve in the multiplexing setups. We conclude that more multiplexing does not necessarily result in more artifacts and that even a high amount of multiplexing can still result in artifact-free images if the nonmultiplexed data is complete or when the overlap can be sufficiently de-multiplexed.
机译:多针孔准直仪通常用于临床前SPECT系统,因为当对小物体成像时,它们比平行孔准直仪具有更好的分辨率-灵敏度折衷。大多数多针孔准直仪设计为在不同针孔凸起之间不允许或只有有限量的重叠,因为通过复用针孔引入的歧义会导致伪影。这些伪影的起源仍未完全了解,但以前的研究已经表明,数据不完整可能是解释的一部分。因此,我们开发了一种方法来研究多针孔多路复用系统中的数据完整性,并表明当非多路复用数据完成或重叠可以被充分多路分解时,可以成功地重建一定的活动分布。我们使用计算机模拟的不同复用系统的幻象数据验证了该方法。我们还研究了对比度噪声和非预增白匹配滤波器的信噪比(NPW-SNR),以比较单针孔系统与多路复用系统中的图像质量。我们发现我们的方法确实可以用于评估多路复用系统中的数据完整性,并且在具有完整数据的系统中没有发现任何伪像。灵敏度随着多路复用而显着增加,但我们发现对比度与噪声比只有很小的,不显着的差异。但是,NPW-SNR在复用设置中确实略有改善。我们得出的结论是,如果未完成复用的数据完成或可以对重叠进行充分的解复用,则更多的复用并不一定会导致更多的伪像,并且即使是大量的复用也仍然可以生成无伪像的图像。

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