Gu Z, Prout D L, Taschereau R, Bai B, Chatziioannou A F
Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA 90095 USA.
Keck School of Medicine, University of Southern California, Los Angeles, CA 90033 USA.
IEEE Trans Nucl Sci. 2016 Feb;63(1):22-29. doi: 10.1109/tns.2015.2495169. Epub 2016 Feb 15.
Pulse pileup events degrade the signal-to-noise ratio (SNR) of nuclear medicine data. When such events occur in multiplexed detectors, they cause spatial misposition, energy spectrum distortion and degraded timing resolution, which leads to image artifacts. Pulse pileup is pronounced in PETbox4, a bench top PET scanner dedicated to high sensitivity and high resolution imaging of mice. In that system, the combination of high absolute sensitivity, long scintillator decay time (BGO) and highly multiplexed electronics lead to a significant fraction of pulse pileup, reached at lower total activity than for comparable instruments. In this manuscript, a new pulse pileup rejection method named position shift rejection (PSR) is introduced. The performance of PSR is compared with a conventional leading edge rejection (LER) method and with no pileup rejection implemented (NoPR). A comprehensive digital pulse library was developed for objective evaluation and optimization of the PSR and LER, in which pulse waveforms were directly recorded from real measurements exactly representing the signals to be processed. Physical measurements including singles event acquisition, peak system sensitivity and NEMA NU-4 image quality phantom were also performed in the PETbox4 system to validate and compare the different pulse pile-up rejection methods. The evaluation of both physical measurements and model pulse trains demonstrated that the new PSR performs more accurate pileup event identification and avoids erroneous rejection of valid events. For the PETbox4 system, this improvement leads to a significant recovery of sensitivity at low count rates, amounting to about 1/4th of the expected true coincidence events, compared to the LER method. Furthermore, with the implementation of PSR, optimal image quality can be achieved near the peak noise equivalent count rate (NECR).
脉冲堆积事件会降低核医学数据的信噪比(SNR)。当此类事件发生在多路复用探测器中时,会导致空间定位错误、能谱失真以及定时分辨率下降,进而产生图像伪影。在PETbox4中,脉冲堆积现象较为明显,PETbox4是一款专门用于小鼠高灵敏度和高分辨率成像的台式PET扫描仪。在该系统中,高绝对灵敏度、长闪烁体衰变时间(BGO)以及高度多路复用的电子设备相结合,导致了相当一部分的脉冲堆积现象,在总活度低于同类仪器的情况下就会出现。在本论文中,介绍了一种名为位置偏移拒绝(PSR)的新型脉冲堆积拒绝方法。将PSR的性能与传统的前沿拒绝(LER)方法以及未实施堆积拒绝(NoPR)的情况进行了比较。开发了一个全面的数字脉冲库,用于对PSR和LER进行客观评估和优化,其中脉冲波形是直接从真实测量中记录的,准确代表了待处理的信号。还在PETbox4系统中进行了包括单事件采集、峰值系统灵敏度和NEMA NU - 4图像质量体模在内的物理测量,以验证和比较不同的脉冲堆积拒绝方法。对物理测量和模型脉冲序列的评估表明,新的PSR能够更准确地识别堆积事件,并避免错误地拒绝有效事件。对于PETbox4系统,与LER方法相比,这种改进在低计数率下显著恢复了灵敏度,相当于预期真符合事件的约四分之一。此外,通过实施PSR,在接近峰值噪声等效计数率(NECR)时可以实现最佳图像质量。