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Data Processing for a High Resolution Preclinical PET Detector Based on Philips DPC Digital SiPMs

机译:基于Philips DPC Digital SiPM的高分辨率临床前PET检测器的数据处理

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In positron emission tomography (PET) systems, light sharing techniques are commonly used to readout scintillator arrays consisting of scintillation elements, which are smaller than the optical sensors. The scintillating element is then identified evaluating the signal heights in the readout channels using statistical algorithms, the center of gravity (COG) algorithm being the simplest and mostly used one. We propose a COG algorithm with a fixed number of input channels in order to guarantee a stable calculation of the position. The algorithm is implemented and tested with the raw detector data obtained with the Hyperion-II preclinical PET insert which uses Philips Digital Photon Counting’s (PDPC) digitial SiPMs. The gamma detectors use LYSO scintillator arrays with crystals of in size coupled to PDPC DPC 3200-22 sensors (DPC) via a 2-mm-thick light guide. These self-triggering sensors are made up of pixels resulting in a total of 64 readout channels. We restrict the COG calculation to a main pixel, which captures most of the scintillation light from a crystal, and its (direct and diagonal) neighboring pixels and reject single events in which this data is not fully available. This results in stable COG positions for a crystal element and enables high spatial image resolution. Due to the sensor layout, for some crystals it is very likely that a single diagonal neighbor pixel is missing as a result of the low light level on the corresponding DPC. This leads to a loss of sensitivity, if these events are rejected. An enhancement of the COG algorithm is- proposed which handles the potentially missing pixel separately both for the crystal identification and the energy calculation. Using this advancement, we show that the sensitivity of the Hyperion-II insert using the described scintillator configuration can be improved by 20–100% for practical useful readout thresholds of a single DPC pixel ranging from 17–52 photons. Furthermore, we show that the energy resolution of the scanner is superior for all readout thresholds if singles with a single missing pixel are accepted and correctly handled compared to the COG method only accepting singles with all neighbors present by 0–1.6% (relative difference). The presented methods can not only be applied to gamma detectors employing DPC sensors, but can be generalized to other similarly structured and self-triggering detectors, using light sharing techniques, as well.
机译:在正电子发射断层扫描(PET)系统中,通常使用光共享技术来读取由闪烁元件组成的闪烁器阵列,该闪烁器阵列比光学传感器小。然后使用统计算法识别闪烁元件,以评估读出通道中的信号高度,其中重心(COG)算法是最简单且使用最多的算法。我们建议使用固定数量的输入通道的COG算法,以确保位置的稳定计算。该算法通过使用Hyperion-II临床前PET插入物获得的原始检测器数据进行实施和测试,该插入物使用Philips数字光子计数(PDPC)数字SiPM。伽马探测器使用LYSO闪烁体阵列,其晶体尺寸通过2毫米厚的光导与PDPC DPC 3200-22传感器(DPC)耦合。这些自触发传感器由像素组成,总共有64个读出通道。我们将COG计算限制在一个主像素上,该主像素捕获来自晶体的大部分闪烁光及其(直接和对角线)相邻像素,并拒绝单个事件(其中该数据无法完全获得)。这导致晶体元件的COG位置稳定,并实现了高空间图像分辨率。由于传感器布局的原因,对于某些晶体,由于相应DPC上的低光照水平,很可能缺少单个对角线相邻像素。如果这些事件被拒绝,则会导致灵敏度下降。提出了一种COG算法的增强功​​能,该功能可分别处理晶体识别和能量计算中可能丢失的像素。利用这一进展,我们表明,对于单个DPC像素范围为17-52个光子的实际有用的读出阈值,使用上述闪烁体配置的Hyperion-II插入件的灵敏度可以提高20-100%。此外,我们证明,与仅接受所有邻居存在0-1.6%(相对差异)的COG方法相比,如果接受并正确处理了具有单个像素丢失的单个像素,则对于所有读出阈值,扫描仪的能量分辨率都将更高。提出的方法不仅可以应用于采用DPC传感器的伽马探测器,而且还可以使用光共享技术推广到其他类似结构和自触发的探测器。

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