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Effects of shortened acquisition time on accuracy and precision of quantitative estimates of organ activity

机译:缩短采集时间对器官活动定量估计的准确性和准确性的影响

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摘要

>Purpose: Quantitative estimation of in vivo organ uptake is an essential part of treatment planning for targeted radionuclide therapy. This usually involves the use of planar or SPECT scans with acquisition times chosen based more on image quality considerations rather than the minimum needed for precise quantification. In previous simulation studies at clinical count levels (185 MBq 111In), the authors observed larger variations in accuracy of organ activity estimates resulting from anatomical and uptake differences than statistical noise. This suggests that it is possible to reduce the acquisition time without substantially increasing the variation in accuracy.>Methods: To test this hypothesis, the authors compared the accuracy and variation in accuracy of organ activity estimates obtained from planar and SPECT scans at various count levels. A simulated phantom population with realistic variations in anatomy and biodistribution was used to model variability in a patient population. Planar and SPECT projections were simulated using previously validated Monte Carlo simulation tools. The authors simulated the projections at count levels approximately corresponding to 1.5–30 min of total acquisition time. The projections were processed using previously described quantitative SPECT (QSPECT) and planar (QPlanar) methods. The QSPECT method was based on the OS-EM algorithm with compensations for attenuation, scatter, and collimator-detector response. The QPlanar method is based on the ML-EM algorithm using the same model-based compensation for all the image degrading effects as the QSPECT method. The volumes of interests (VOIs) were defined based on the true organ configuration in the phantoms. The errors in organ activity estimates from different count levels and processing methods were compared in terms of mean and standard deviation over the simulated phantom population.>Results: There was little degradation in quantitative reliability when the acquisition time was reduced by half for the QSPECT method (the mean error changed by <1%, e.g., 0.9%–0.3%=0.6% for the spleen). The magnitude of the errors and variations in errors for large organ with high uptake were still acceptable for 1.5 min scans, even though the errors were slightly larger than those for the 30 min scans (i.e., <2% for liver, <3% for heart). The errors over the ranges of scan times studied for the QPlanar method were all within 0.3% for all organs.>Conclusions: These data indicate that, for the purposes of organ activity estimation, acquisition times could be reduced at least by a factor of 2 for the QSPECT and QPlanar methods with little effect on the errors in organ activity estimates. The acquisition time can be further reduced for the QPlanar method, assuming well-registered VOIs are available and the activity distribution in organs can be treated as uniform. Although the differences in accuracy and precision were statistically significant for all the acquisition times shorter than 30 min, the magnitude of the changes in accuracy and precision were small and likely not clinically important. The reduction in SPECT acquisition time justified by this study makes the use of SPECT a more clinically practical alternative to conventional planar scanning for targeted radiotherapy treatment planning.
机译:>目的:体内器官摄取的定量估计是靶向放射性核素治疗计划中必不可少的部分。这通常涉及使用平面或SPECT扫描,其采集时间的选择更多地基于图像质量考虑,而不是精确定量所需的最小时间。在以前的临床计数水平(185 MBq 111 In)的模拟研究中,作者观察到,由于解剖学和摄取差异而导致的器官活动估计准确性的差异要大于统计噪声。这表明有可能在不显着增加准确性差异的情况下减少采集时间。>方法:为了检验这一假设,作者比较了从平面和直线运动获得的器官活动估计的准确性和准确性差异。 SPECT以各种计数级别扫描。具有解剖结构和生物分布的实际变化的模拟体模人口用于对患者群体的变异性进行建模。使用先前验证的蒙特卡洛模拟工具模拟了平面投影和SPECT投影。作者以大约相当于总采集时间1.5–30分钟的计数水平模拟了预测。使用先前描述的定量SPECT(QSPECT)和平面(QPlanar)方法处理投影。 QSPECT方法基于OS-EM算法,并具有衰减,散射和准直仪-检测器响应补偿。 QPlanar方法基于ML-EM算法,对所有图像降级效果使用与QSPECT方法相同的基于模型的补偿。兴趣量(VOI)是根据人体模型中的真实器官配置定义的。比较了不同幻影群体中不同计数水平和处理方法下器官活动估计的误差,通过均值和标准差进行比较。>结果:减少采集时间后,定量可靠性几乎没有下降QSPECT方法的误差减半(脾脏的平均误差变化<1%,例如0.9%–0.3%= 0.6%)。对于高摄取量大器官的误差幅度和误差变化在1.5分钟扫描中仍然可以接受,即使误差略大于30分钟扫描的误差(即,肝脏<2%,肝脏<3%心)。对于所有器官,QPlanar方法研究的扫描时间范围内的误差均在0.3%以内。>结论:这些数据表明,出于器官活动估计的目的,可以减少采集时间。对于QSPECT和QPlanar方法,至少减少2倍,而对器官活动估计的误差影响很小。假设可以使用已注册好的VOI,并且可以将器官中的活性分布视为均匀的,则对于QPlanar方法,可以进一步减少采集时间。尽管对于少于30分钟的所有采集时间,准确度和精确度的差异在统计学上均具有统计学意义,但准确度和精确度的变化幅度很小,可能在临床上并不重要。这项研究证明减少SPECT采集时间是合理的,因此SPECT的使用在临床上比常规平面扫描更有针对性,可用于靶向放疗治疗计划。

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