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提高肿瘤病变检测性能的益处:最先进的数字 PET/CT。

Benefit of Improved Performance with State-of-the Art Digital PET/CT for Lesion Detection in Oncology.

机构信息

Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania; and

Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania; and.

出版信息

J Nucl Med. 2020 Nov;61(11):1684-1690. doi: 10.2967/jnumed.120.242305. Epub 2020 Mar 20.

Abstract

The latest digital whole-body PET scanners provide a combination of higher sensitivity and improved spatial and timing resolution. We performed a lesion detectability study on two generations of Biograph PET/CT scanners, the mCT Flow and the Vision, to study the impact of improved physical performance on clinical performance. Our hypothesis was that the improved performance of the Vision would result in improved lesion detectability, allowing shorter imaging times or, equivalently, a lower injected dose. Data were acquired with the Society of Nuclear Medicine and Molecular Imaging Clinical Trials Network torso phantom combined with a 20-cm-diameter cylindrical phantom. Spherical lesions were emulated by acquiring sphere-in-air data and combining them with the phantom data to generate combined datasets with embedded lesions of known contrast. Two sphere sizes and uptakes were used: 9.89-mm-diameter spheres with 6:1 (lung) and 3:1 (cylinder) local activity concentration uptakes and 4.95-mm-diameter spheres with 9.6:1 (lung) and 4.5:1 (cylinder) local activity concentration uptakes. Standard image reconstruction was performed: an ordinary Poisson ordered-subsets expectation maximization algorithm with point-spread function and time-of-flight modeling and postreconstruction smoothing with a 5-mm gaussian filter. The Vision images were also generated without any postreconstruction smoothing. Generalized scan statistics methodology was used to estimate the area under the localized receiver-operating-characteristic curve (ALROC). The higher sensitivity and improved time-of-flight performance of the Vision leads to reduced contrast in the background noise nodule distribution. Measured lesion contrast is also higher on the Vision because of its improved spatial resolution. Hence, the ALROC is noticeably higher for the Vision than for the mCT Flow. Improved overall performance of the Vision provides a factor of 4-6 reduction in imaging time (or injected dose) over the mCT Flow when using the ALROC metric for lesions at least 9.89 mm in diameter. Smaller lesions are barely detected in the mCT Flow, leading to even higher ALROC gains with the Vision. The improved spatial resolution of the Vision also leads to a higher measured contrast that is closer to the real uptake, implying improved quantification. Postreconstruction smoothing, however, reduces this improvement in measured contrast, thereby reducing the ALROC for small, high-uptake lesions.

摘要

最新的数字全身 PET 扫描仪提供了更高的灵敏度和改进的空间和时间分辨率的组合。我们对两代 Biograph PET/CT 扫描仪(mCT Flow 和 Vision)进行了病变检测研究,以研究物理性能的提高对临床性能的影响。我们的假设是,Vision 的性能提高将导致病变检测能力的提高,从而允许缩短成像时间或等效地降低注射剂量。数据是使用核医学和分子成像学会临床试验网络的躯干体模与 20 厘米直径的圆柱形体模结合采集的。通过采集球体在空中的数据并将其与体模数据相结合,生成具有已知对比度嵌入病变的组合数据集,从而模拟出球形病变。使用了两种球体大小和摄取量:直径为 9.89 毫米的球体,局部摄取量为 6:1(肺)和 3:1(圆柱);直径为 4.95 毫米的球体,局部摄取量为 9.6:1(肺)和 4.5:1(圆柱)。进行了标准图像重建:具有点扩散函数和飞行时间建模的普通泊松有序子集期望最大化算法,以及后重建平滑处理,使用 5 毫米高斯滤波器。还对 Vision 图像进行了无后重建平滑处理。使用广义扫描统计方法来估计局部化接收者操作特性曲线(ALROC)下的面积。Vision 的更高灵敏度和改进的飞行时间性能导致背景噪声结节分布中的对比度降低。由于其空间分辨率的提高,Vision 上的测量病变对比度也更高。因此,与 mCT Flow 相比,Vision 的 ALROC 明显更高。Vision 的整体性能提高,使用 ALROC 指标测量直径至少为 9.89 毫米的病变时,成像时间(或注射剂量)可减少 4-6 倍。在 mCT Flow 中,较小的病变几乎无法检测到,因此使用 Vision 会获得更高的 ALROC 增益。Vision 的空间分辨率提高还导致更接近真实摄取的测量对比度提高,从而提高了定量。然而,后重建平滑处理降低了这种测量对比度的提高,从而降低了小的高摄取病变的 ALROC。

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