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感兴趣区体积定义对定量 SPECT 和平面处理方法中活性估计的准确性和精密度的影响。

The impact of 3D volume of interest definition on accuracy and precision of activity estimation in quantitative SPECT and planar processing methods.

机构信息

Division of Nuclear Medicine, Department of Radiology, New York Presbyterian Hospital-Weill Medical College of Cornell University, New York, NY 10021, USA.

出版信息

Phys Med Biol. 2010 Jun 21;55(12):3535-44. doi: 10.1088/0031-9155/55/12/017. Epub 2010 May 28.

Abstract

Accurate and precise estimation of organ activities is essential for treatment planning in targeted radionuclide therapy. We have previously evaluated the impact of processing methodology, statistical noise and variability in activity distribution and anatomy on the accuracy and precision of organ activity estimates obtained with quantitative SPECT (QSPECT) and planar (QPlanar) processing. Another important factor impacting the accuracy and precision of organ activity estimates is accuracy of and variability in the definition of organ regions of interest (ROI) or volumes of interest (VOI). The goal of this work was thus to systematically study the effects of VOI definition on the reliability of activity estimates. To this end, we performed Monte Carlo simulation studies using randomly perturbed and shifted VOIs to assess the impact on organ activity estimates. The 3D NCAT phantom was used with activities that modeled clinically observed (111)In ibritumomab tiuxetan distributions. In order to study the errors resulting from misdefinitions due to manual segmentation errors, VOIs of the liver and left kidney were first manually defined. Each control point was then randomly perturbed to one of the nearest or next-nearest voxels in three ways: with no, inward or outward directional bias, resulting in random perturbation, erosion or dilation, respectively, of the VOIs. In order to study the errors resulting from the misregistration of VOIs, as would happen, e.g. in the case where the VOIs were defined using a misregistered anatomical image, the reconstructed SPECT images or projections were shifted by amounts ranging from -1 to 1 voxels in increments of with 0.1 voxels in both the transaxial and axial directions. The activity estimates from the shifted reconstructions or projections were compared to those from the originals, and average errors were computed for the QSPECT and QPlanar methods, respectively. For misregistration, errors in organ activity estimations were linear in the shift for both the QSPECT and QPlanar methods. QPlanar was less sensitive to object definition perturbations than QSPECT, especially for dilation and erosion cases. Up to 1 voxel misregistration or misdefinition resulted in up to 8% error in organ activity estimates, with the largest errors for small or low uptake organs. Both types of VOI definition errors produced larger errors in activity estimates for a small and low uptake organs (i.e. -7.5% to 5.3% for the left kidney) than for a large and high uptake organ (i.e. -2.9% to 2.1% for the liver). We observed that misregistration generally had larger effects than misdefinition, with errors ranging from -7.2% to 8.4%. The different imaging methods evaluated responded differently to the errors from misregistration and misdefinition. We found that QSPECT was more sensitive to misdefinition errors, but less sensitive to misregistration errors, as compared to the QPlanar method. Thus, sensitivity to VOI definition errors should be an important criterion in evaluating quantitative imaging methods.

摘要

器官活动的准确和精确估计对于靶向放射性核素治疗的治疗计划至关重要。我们之前已经评估了处理方法、统计噪声以及活性分布和解剖结构的可变性对使用定量单光子发射计算机断层扫描(QSPECT)和平面(QPlanar)处理获得的器官活性估计的准确性和精密度的影响。影响器官活性估计准确性和精密度的另一个重要因素是器官感兴趣区(ROI)或体积感兴趣区(VOI)定义的准确性和可变性。因此,这项工作的目的是系统地研究 VOI 定义对活性估计可靠性的影响。为此,我们使用随机扰动和移位的 VOI 进行了蒙特卡罗模拟研究,以评估其对器官活性估计的影响。使用具有模拟临床观察到的(111)In ibritumomab tiuxetan 分布的活动的 3D NCAT 幻影进行了研究。为了研究由于手动分割错误导致的定义错误而导致的误差,首先手动定义了肝脏和左肾的 VOI。然后,通过三种方式将每个控制点随机移动到最近或下一个最近的体素之一:没有、向内或向外的方向偏差,分别导致 VOI 的随机扰动、侵蚀或膨胀。为了研究由于 VOI 配准错误而导致的误差,例如在使用配准错误的解剖图像定义 VOI 的情况下,将重建的 SPECT 图像或投影沿轴向和横向以 0.1 体素的增量从-1 到 1 体素的量移位。将移位重建或投影的活性估计与原始的进行比较,并分别计算 QSPECT 和 QPlanar 方法的平均误差。对于配准,对于 QSPECT 和 QPlanar 方法,器官活性估计中的误差在移位时都是线性的。与 QSPECT 相比,QPlanar 对物体定义扰动的敏感性较低,尤其是在扩张和侵蚀情况下。高达 1 个体素的配准或定义错误会导致器官活性估计中高达 8%的误差,对于小或低摄取器官,误差最大。这两种类型的 VOI 定义错误都会导致小的和低摄取器官(即左肾为-7.5%至 5.3%)的活性估计误差大于大的和高摄取器官(即肝脏为-2.9%至 2.1%)。我们观察到,配准通常比定义错误具有更大的影响,误差范围为-7.2%至 8.4%。评估的不同成像方法对配准和定义错误的反应不同。我们发现 QSPECT 对定义错误的敏感性更高,但对配准错误的敏感性较低,与 QPlanar 方法相比。因此,对 VOI 定义错误的敏感性应该是评估定量成像方法的一个重要标准。

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