PETbox4高灵敏度临床前成像断层机能量窗及多事件接受策略优化

Z. Gu, Q. Bao, R. Taschereau, H. Wang, N. Vu, A. Chatziioannou
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引用次数: 1

摘要

PETBox4是一种用于小鼠成像的临床前系统。该系统由四个探测器面板组成,每个探测器面板由24 × 50阵列的1.825 × 1.825 × 7 mm BGO晶体组成。探测器的晶面间距为5 cm,产生4.5 × 4.5 × 9.4 cm的视场(FOV)。结果是具有大检测立体角的层析成像,结合宽开能窗实现高峰值检测效率(~17%)。尽管典型成像对象的尺寸较小,但这些设计特点也增加了接受晶体和物体散射事件的比例,从而降低了整体图像的信噪比。在这项工作中,我们研究了优化NEC(噪声等效计数)和图像质量所需的系统采集配置设置。使用蒙特卡罗模拟软件包(GATE)来研究作为能量窗口设置和多事件接受策略的函数检测到的不同类型的事件。这样做是为了在PETBox4视场中获得活性和衰减系数的真实分布,基于来自平均大小小鼠(30g)的体内临床前PET图像的发射数据。在模拟的基础上,针对低(50-175 keY)和高(410-650 keY)能量事件的双能量窗口优化了NEC速率。这表明,主要由单晶散射组成的低能量事件提供了有用的图像信息,而中间能谱(175kv - 410kev)的事件往往包含大量的晶体背散射和物体散射,并且对数据信噪比贡献不显著。同样的模拟结果,引入了一个新的策略来接受多个事件,实现了“killail”多策略,进一步改进了NEe。总体而言,这两个优化参数将NEC率提高了56%,在图像信噪比方面具有显著优势。
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Optimization of energy window and multiple event acceptance policy for PETbox4, a high sensitivity preclinical imaging tomograph
PETBox4 is a preclinical system dedicated to imaging mice. This system is composed by four detector panels, each made by a 24 × 50 array of 1.825 × 1.825 × 7 mm BGO crystals. The face to face crystal separation of the detectors is 5 cm, generating a 4.5 × 4.5 × 9.4 cm field of view (FOV). The result is a tomograph with a large detection solid angle, which in combination with a wide open energy window achieves high peak detection efficiency (~17%). Despite the small size of the typical imaged subjects, these design features also increase the fraction of accepted crystal and object scattered events, which reduce the overall image signal to noise ratio. In this work, we investigated the system acquisition configuration settings necessary to optimize the NEC (Noise equivalent Counts) and image quality. A Monte Carlo simulation software package was used (GATE) to investigate the different types of events detected as a function of energy window settings and multiple event acceptance policy. This was done for a realistic distribution of activity and attenuation coefficients in the PETBox4 FOV, based on emission data from an in-vivo preclinical PET image from an average sized mouse (30g). Based on the simulations, the NEC rate was optimized for a dual energy window that accepts both low (50-175 keY) and high (410-650 keY) energy events. This indicates that low energy events that are composed mostly from single crystal scatter contribute useful image information, while events in the middle of the energy spectrum (175keV-410keV), tend to include large fractions of crystal backscatter as well as object scatter and do not contribute significantly in data signal to noise ratio. As a result of the same simulations, a new policy for the acceptance of multiple events was introduced, implementing a "KiIlAIl" multiple policy, further improving the NEe. Overall, these two optimization parameters improved the NEC rate by 56%, providing a significant advantage in image signal to noise ratio.
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