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4D动态对比增强乳腺CT:基于体模的碘定量重建参数优化

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

作者信息

Mikerov Mikhail, Pautasso Juan J, Goris Liselot, Michielsen Koen, Sechopoulos Ioannis

机构信息

Department of Medical Imaging, Radboudumc, Nijmegen, The Netherlands.

Technical Medicine Center, University of Twente, Enschede, The Netherlands.

出版信息

Med Phys. 2025 Apr;52(4):2212-2223. doi: 10.1002/mp.17658. Epub 2025 Feb 3.

Abstract

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 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 in the prior image to 0.9 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.

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有前景的高分辨率空间和时间成像能力。然而,图像空间中碘定量的最佳参数组合仍有待确定。

目的

本研究旨在优化专用的乳腺CT系统,以在保持合理辐射剂量的同时,进行具有高时空分辨率的长时间动态对比增强扫描。

方法

我们的方案包括获取用多色迭代算法(IMPACT)重建的高质量先验图像。对比剂注射后的序列采集是连续但稀疏的,并且这些图像使用先验图像约束压缩感知(PICCS)进行重建。使用物理模体的图像执行四步优化过程。首先,通过考虑噪声水平选择最佳管电流。其次,基于无条纹伪影选择最佳角度数。第三,将IMPACT中的迭代次数指定为实现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确定PICCS中的迭代次数。

结果

当有高质量的先验图像时,对比剂注射后图像的成像可以仅使用40个投影角度和32 mA的管电流来执行。对比剂注射后图像中的噪声水平继承自先验图像,并且没有可见的条纹伪影。使用所有360个投影通过IMPACT重建的含碘样品的线性衰减系数与使用40个投影通过PICCS重建的含碘样品的线性衰减系数之间的平均差异最多为0.0004。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。当评估最大浓度的目标时,10%调制传递函数处的截止频率从先验图像中的1.55降至0.9。该方案的总平均腺体剂量不超过22.5 mGy。

结论

本研究找到了低剂量动态对比增强乳腺CT方案的最佳采集和重建参数。通过进行物理模体研究确保了所提出方案的数值准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f94d/11972051/30f7de998f99/MP-52-2212-g009.jpg

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