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从序贯双能 CT 测量有效原子序数和电子密度的准确性和可重复性。

Accuracy and reproducibility of effective atomic number and electron density measurements from sequential dual energy CT.

机构信息

Department of Radiology, University of Florida, Gainesville, FL, USA.

出版信息

Med Phys. 2021 Jul;48(7):3525-3539. doi: 10.1002/mp.14916. Epub 2021 May 24.

Abstract

PURPOSE

This study assesses the accuracy of effective atomic number (Z ) and electron density measurements acquired from dual energy CT and characterizes the response to clinically relevant variables representative of challenges in patient imaging, including: phantom size, material position within the phantom, variation over time, off-center positioning, and large cone beam angle.

METHODS

The Gammex Multi-Energy CT head and body phantoms were used to measure Z and electron density from 35 rod inserts that mimic tissues and varying concentrations of iodine and calcium. Scans were performed on a Canon Aquilion ONE Genesis CT scanner over a period of 6 months using default dual energy protocols appropriate for each phantom size. Theoretical Z and electron density values were calculated using data provided by the phantom manufacturer and compared to the measurements. Sources of variance were separated and quantified to identify the influences of random photon statistics, ROI placement, and variation over time. A subset of measurements were repeated with the phantom shifted in the vertical and horizontal directions, and over all slices in the volumetric scan.

RESULTS

All measurements showed strong correlation (r > 0.98) with their corresponding theoretical values; however, the system did demonstrate a bias of -0.58 atomic units in the body phantom and 0.28 atomic units in the head phantom for Z measurements. The mean absolute percent error (MAPE) was 6.3% for the body phantom and 3.2% for the head phantom. Electron density measurements of the body and head phantoms gave MAPE values of 4.6% and 1.0%, respectively. Z and electron density measurements significantly varied within the solid water background, showing a positional dependence within the phantom that dominated the total standard deviation in measurements. Z values dropped by 0.2 atomic units when the phantom was off-center; electron density measurements were less affected by phantom position. Along the z-axis, the accuracy drops off markedly at more than 50-60 mm from the central slice.

CONCLUSION

The Canon dual energy system offers an accurate way of measuring the Z and electron density of clinically relevant materials. Accuracy could be improved further by calibration to remove bias, careful attention to centering within the FOV, and avoiding measurements at the edges of the cone beam.

摘要

目的

本研究评估了从双能 CT 获得的有效原子序数 (Z) 和电子密度测量的准确性,并对临床相关变量对成像患者的影响进行了特征描述,这些变量包括:体模大小、体模内材料位置、随时间的变化、偏离中心定位和大锥形束角。

方法

使用 Gammex 多能量 CT 头部和身体体模,从模拟组织和不同碘和钙浓度的 35 根棒插入物中测量 Z 和电子密度。在 6 个月的时间内,使用适用于每种体模尺寸的默认双能协议,在佳能 Aquilion ONE Genesis CT 扫描仪上进行扫描。使用体模制造商提供的数据计算理论 Z 和电子密度值,并将其与测量值进行比较。分离并量化了方差源,以确定随机光子统计、ROI 放置和随时间变化的影响。对部分测量值进行了重复,将体模在垂直和水平方向上移动,并在容积扫描的所有切片上进行。

结果

所有测量值均与相应的理论值具有很强的相关性 (r>0.98);然而,该系统确实显示出在体模中 Z 测量的-0.58 个原子单位和在头模中 0.28 个原子单位的偏差。体模的平均绝对百分比误差 (MAPE) 为 6.3%,头模为 3.2%。体模和头模的电子密度测量值分别给出了 4.6%和 1.0%的 MAPE 值。在固体水背景内,Z 和电子密度测量值显著变化,表明体模内存在位置依赖性,这在测量的总标准偏差中占主导地位。当体模偏离中心时,Z 值下降 0.2 个原子单位;电子密度测量值受体模位置的影响较小。在 z 轴上,当距离中心切片超过 50-60mm 时,精度明显下降。

结论

佳能双能系统提供了一种准确测量临床相关材料 Z 和电子密度的方法。通过校准去除偏差、仔细注意视野内的中心定位以及避免在锥形束边缘进行测量,可以进一步提高准确性。

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