4D动态增强乳腺CT:基于幻象的碘定量重建参数优化。

IF 3.2 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Medical physics Pub Date : 2025-02-03 DOI:10.1002/mp.17658
Mikhail Mikerov, Juan J. Pautasso, Liselot Goris, Koen Michielsen, Ioannis Sechopoulos
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引用次数: 0

摘要

背景:四维动态对比增强乳腺 CT(4D DCE-bCT)为乳腺肿瘤的特征描述和监测提供了前景广阔的高分辨率空间和时间成像能力。目的:本研究旨在优化专用的 bCT 系统,以执行具有高时空分辨率的长动态对比增强扫描,同时保持合理的辐射剂量:方法:我们的方案包括获取高质量的先期图像,并使用多色迭代算法(IMPACT)进行重建。对比后序列的采集是连续但稀疏的,这些图像使用先验图像约束压缩传感(PICCS)重建。利用物理模型的图像进行了四步优化。首先,在考虑噪声水平的基础上选择最佳管电流。其次,根据无条纹伪影选择最佳角度数。第三,IMPACT 中的迭代次数指定为能达到最高空间分辨率的最低值。最后,根据一系列碘浓度的定量准确性来确定 PICCS 的迭代次数:结果:当有高质量的先期图像时,只需使用 40 个投影角度和 32 mA 的管电流就能完成对比后图像的成像。对比后图像中的噪声水平继承了先前图像的噪声水平,看不到条纹伪影。使用 IMPACT 重建的含碘样本的线性衰减系数的平均差异为 0.0004 mm - 1 $\mathrm{mm}^{-1}$,而使用 PICCS 重建的含碘样本的线性衰减系数的平均差异为 0.0004 mm - 1 $\mathrm{mm}^{-1}$,前者使用 360 个投影角度,后者使用 40 个投影角度。使用 PICCS 重建的图像的空间分辨率低于 IMPACT 图像,并且与浓度有关。当评估浓度最大的目标时,10% 调制传递函数的截止频率从先前图像的 1.55 mm - 1 $\mathrm{mm}^{-1}$ 下降到 0.9 mm - 1 $\mathrm{mm}^{-1}$ 。该方案的总平均腺体剂量不超过 22.5 mGy:这项研究为低剂量动态对比增强 bCT 方案找到了最佳的采集和重建参数。通过进行物理模型研究,确保了所建议方案的数值准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

4D Dynamic contrast-enhanced breast CT: Phantom-based reconstruction parameter optimization for iodine quantification

4D Dynamic contrast-enhanced breast CT: Phantom-based reconstruction parameter optimization for iodine quantification

Background

Four-dimensional dynamic contrast-enhanced breast CT (4D DCE-bCT) offers promising high-resolution spatial and temporal imaging capabilities for the characterization and monitoring of breast tumors. However, the optimal combination of parameters for iodine quantification in image space remains to be determined.

Purpose

This study aims to optimize a dedicated bCT system to perform long dynamic contrast-enhanced scans with high spatio-temporal resolution while maintaining a reasonable radiation dose.

Methods

Our protocol includes the acquisition of a high-quality prior image that is reconstructed with a polychromatic iterative algorithm (IMPACT). The acquisition of the post-contrast sequence is continuous but sparse and these images are reconstructed using prior image constrained compressed sensing (PICCS). A four-step optimization process is performed using images of a physical phantom. First, the optimal tube current is selected by taking the noise level into account. Second, the optimal number of angles is selected based on the absence of streak artifacts. Third, the number of iterations in IMPACT is specified at the lowest value that achieves the highest spatial resolution. Finally, the number of iterations in PICCS is determined based on the quantitative accuracy of a range of iodine concentrations.

Results

When a high-quality prior image is available, the imaging of post-contrast images can be performed using just 40 projection angles with a tube current of 32 mA. The noise level in the post-contrast images is inherited from the prior image and no streak artifacts are visible. Mean difference between the linear attenuation coefficients of samples containing iodine reconstructed with IMPACT using all 360 projections and PICCS using 40 projections is 0.0004 mm 1 $\mathrm{mm}^{-1}$ at most. The spatial resolution of images reconstructed with PICCS is lower than the one of IMPACT images and is concentration dependent. The cut-off frequency at 10% modulation transfer function drops from 1.55 mm 1 $\mathrm{mm}^{-1}$ in the prior image to 0.9 mm 1 $\mathrm{mm}^{-1}$ when the target with the largest concentration is evaluated. The total mean glandular dose of the protocol does not exceed 22.5 mGy.

Conclusions

This study found the optimal acquisition and reconstruction parameters for a low-dose dynamic contrast-enhanced bCT protocol. The numerical accuracy of the proposed protocol was ensured by performing a physical phantom study.

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来源期刊
Medical physics
Medical physics 医学-核医学
CiteScore
6.80
自引率
15.80%
发文量
660
审稿时长
1.7 months
期刊介绍: Medical Physics publishes original, high impact physics, imaging science, and engineering research that advances patient diagnosis and therapy through contributions in 1) Basic science developments with high potential for clinical translation 2) Clinical applications of cutting edge engineering and physics innovations 3) Broadly applicable and innovative clinical physics developments Medical Physics is a journal of global scope and reach. By publishing in Medical Physics your research will reach an international, multidisciplinary audience including practicing medical physicists as well as physics- and engineering based translational scientists. We work closely with authors of promising articles to improve their quality.
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