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Effect Of Data Processing On The Accuracy Of Biologically Relevant Measures In High Resolution PET Brain Imaging Using The HRRT

机译:数据处理对使用HRRT高分辨率PET脑成像中生物学相关措施精度的影响

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High resolution positron esmission tomotgraphy (PET) imaging using depth of interaction decoding (DOI) schemes, such as available on the high resolution research tomography (HRRT), is particularly susceptible to (i) potential instrumentation instability and (ii) statistical noise in the data and (iii) patient movement during scanning. These potential sources of uncertainty are exacerbated in dynamic imaging where a large range of count rate and number of acquired counts is observed and scan duration extends over 60 min or more. Here we evaluated the impact of scanner stability and patient motion on the feasibility of obtaining rather sophisticated biological measures such as intervention derived changes in synaptic dopamine levels △(DA). It was found that (i) observed variations in an empirical parameter accounting for the different energy response of the two scintillator layers (LSO/LYSO) and influencing the accuracy of the scatter correction may lead to up to 10% variations in binding potentials (BP_(ND)) estimates; frequent scanner calibrations are thus required; (ii) coregistration is essential when estimating △(DA) in small structures given typical patient motion. Up to ~25% change in the BP_(ND) values was observed after accurate coregistration; this is larger than an 8-10% variation expected from the statistical quality of the data. With these corrections in place we found that data from the HRRT can robustly distinguish topological variation in △(DA) occurring as a consequence of different stimuli.
机译:使用深度进行交互解码(DOI)方案的高分辨率正电子浓缩型射门(PET)成像,例如在高分辨率研究断层扫描(HRRT)上可用,特别容易受到(i)潜在的仪器不稳定性和(ii)统计噪声数据和(iii)扫描期间的患者运动。这些潜在的不确定源在动态成像中加剧,观察到的大范围数和获取计数的数量,并且扫描持续时间超过60分钟或更大。在这里,我们评估了扫描仪稳定性和患者运动对获得相当复杂的生物措施的可行性的影响,例如突触多巴胺水平△(DA)的干预衍生的变化。发现(i)观察到对两个闪烁体层(LSO / Lyso)的不同能量响应的经验参数核算的变化,并影响散射校正的精度可能导致结合电位的最高变化(BP_ (ND))估计;因此需要频繁的扫描仪校准; (ii)在给予典型患者运动的小型结构中估计χ(da)时,核心必需是必要的。在精确的核销经过准确的核销后,观察到BP_(ND)值的变化高达约〜25%;这大于数据统计质量的8-10%的变化。通过这些校正,我们发现来自HRRT的数据可以鲁棒地区分△(DA)的拓扑变化,以根据不同的刺激发生。

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