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高斯位置加权重心算法用于多重读出。

Gaussian position-weighted center of gravity algorithm for multiplexed readout.

机构信息

Biotechnology PhD Program, Lakehead University, Thunder Bay, ON P7B 5E1, Canada.

出版信息

Phys Med Biol. 2020 Aug 11;65(16):165003. doi: 10.1088/1361-6560/ab9357.

Abstract

Readout signal multiplexing is a commonly used method to reduce the electronics cost in positron emission tomography (PET) systems, and the calculation of the scintillation coordinates typically is done by using a center of gravity (CoG) technique due to its simplicity and ease of implementation. This comes with a drawback, since CoG has a non-linear response at the periphery of the detector due to the lack of weights beyond the detector. Detectors with multiplexed readout that are based on finely segmented scintillators and coarsely segmented photosensors are known to suffer from the so-called edge effect where a pile-up of the reconstructed coordinates from the edge crystals is observed. This may lead to incorrect assignment of the events to crystal pixels and result in the formation of erroneous lines of response causing a degradation of spatial resolution and reduction of image contrast. To overcome the abovementioned limitations in gamma-ray detectors with multiplexed photosensor readout, we propose to use a modified Gaussian position-weighted center of gravity (PW-CoG) technique for the calculation of gamma-ray interaction position. Here, the proposed method is applied to PET detectors with 24 [Formula: see text] 24 LYSO crystals read out by 8 [Formula: see text] 8 SiPM array with 64:16 row/column multiplexing. Furthermore, we compared the modified Gaussian PW-CoG and truncated center of gravity coordinate reconstruction methods. It was observed that both algorithms resolve peaks corresponding to events registered in the crystal pixels on the periphery of the crystal array. However peak-to-valley ratios and crystal resolvability metrics for the PW-CoG algorithm are generally greater.

摘要

读出信号多路复用是一种常用于降低正电子发射断层扫描(PET)系统电子成本的方法,由于其简单易用,通常使用重心(CoG)技术来计算闪烁坐标。但这种方法有一个缺点,由于探测器外没有权重,CoG 在探测器边缘的响应是非线性的。众所周知,基于细分割闪烁体和粗分割光电倍增管的多路复用读出探测器会受到所谓的边缘效应的影响,即在边缘晶体中重建的坐标会发生堆积。这可能导致事件不能正确分配到晶体像素中,并导致错误的响应线形成,从而降低空间分辨率并降低图像对比度。为了克服具有多路复用光电倍增管读出的伽马射线探测器中的上述限制,我们提出使用改进的高斯位置加权重心(PW-CoG)技术来计算伽马射线相互作用位置。在这里,将所提出的方法应用于由 8×8 SiPM 阵列读出的 24×24 LYSO 晶体的 PET 探测器,该 SiPM 阵列具有 64:16 的行/列多路复用。此外,我们比较了改进的高斯 PW-CoG 和截断重心坐标重建方法。观察到两种算法都可以解析对应于晶体阵列边缘的晶体像素中记录的事件的峰值。然而,PW-CoG 算法的峰谷比和晶体可分辨性指标通常更大。

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