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使用单能图像在低剂量肺部筛查中提高亚实性结节测量的重复性:一项体模研究。

Improved repeatability of subsolid nodule measurement in low-dose lung screening with monoenergetic images: a phantom study.

作者信息

Kim Jihang, Lee Kyung Hee, Kim Junghoon, Shin Yoon Joo, Lee Kyung Won

机构信息

Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, Korea.

出版信息

Quant Imaging Med Surg. 2019 Feb;9(2):171-179. doi: 10.21037/qims.2018.10.06.

Abstract

BACKGROUND

To investigate whether monoenergetic images captured with dual-layer spectral computed tomography (CT) can improve the repeatability of subsolid nodule measurement, and whether this approach can further reduce the radiation dose of CT while maintaining its measurement repeatability.

METHODS

An anthropomorphic phantom with simulated subsolid nodules at three different levels was repeatedly scanned with both conventional single-energy CT and dual-layer spectral CT. A proxy for the measurement repeatability in the National Lung Screening Trial (proxy for NLST) was calculated with the typical CT protocol used in NLST. Using the dual-layer spectral CT, monoenergetic images of 40 to 110 keV, with an interval of 10 keV, were generated. The average diameter and volume of a total of 15,120 nodules in 840 CT images were measured by using a commercially-available computer-aided detection (CAD) system. The repeatability coefficient (RC), %RC, and 95% confidence intervals (CIs) of each image set were calculated and compared.

RESULTS

At the same tube voltage and tube current-time product, monoenergetic images resulted in significantly lower RC than the proxy for NLST, indicating that measurement repeatability was enhanced. When the radiation dose was lowered by 30% or 55%, monoenergetic images showed significantly lower RC at high-energy keV than the proxy for NLST. The estimated measurement repeatability from monoenergetic images with 30% or 55% lower radiation dose was comparable to the repeatability from conventional single-energy CT images with standard radiation dose and iterative reconstruction.

CONCLUSIONS

Monoenergetic images captured by using dual-layer spectral CT can improve the repeatability of subsolid nodule measurement. The use of monoenergetic images would allow lung cancer screening with a lower radiation dose, while maintaining comparable measurement repeatability.

摘要

背景

探讨双层光谱计算机断层扫描(CT)采集的单能量图像能否提高亚实性结节测量的可重复性,以及该方法在保持测量可重复性的同时能否进一步降低CT的辐射剂量。

方法

使用传统单能量CT和双层光谱CT对具有三个不同水平模拟亚实性结节的人体模型进行重复扫描。采用国家肺癌筛查试验(NLST)中使用的典型CT方案计算NLST测量可重复性的替代指标。利用双层光谱CT生成40至110keV、间隔为10keV的单能量图像。使用商用计算机辅助检测(CAD)系统测量840幅CT图像中总共15120个结节的平均直径和体积。计算并比较每个图像集的重复性系数(RC)、%RC和95%置信区间(CI)。

结果

在相同管电压和管电流-时间乘积下,单能量图像的RC显著低于NLST的替代指标,表明测量可重复性得到增强。当辐射剂量降低30%或55%时,单能量图像在高能keV下的RC显著低于NLST的替代指标。辐射剂量降低30%或55%的单能量图像估计的测量可重复性与标准辐射剂量和迭代重建的传统单能量CT图像的可重复性相当。

结论

使用双层光谱CT采集的单能量图像可提高亚实性结节测量的可重复性。使用单能量图像可在保持相当测量可重复性 的同时,以较低辐射剂量进行肺癌筛查。

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