Department of Environmental Health & Safety, Stanford University, Stanford, California, USA.
Department of Radiology, UT Southwestern Medical Center, Dallas, Texas, USA.
J Appl Clin Med Phys. 2024 May;25(5):e14340. doi: 10.1002/acm2.14340. Epub 2024 Apr 11.
Global shortages of iodinated contrast media (ICM) during COVID-19 pandemic forced the imaging community to use ICM more strategically in CT exams.
The purpose of this work is to provide a quantitative framework for preserving iodine CNR while reducing ICM dosage by either lowering kV in single-energy CT (SECT) or using lower energy virtual monochromatic images (VMI) from dual-energy CT (DECT) in a phantom study.
In SECT study, phantoms with effective diameters of 9.7, 15.9, 21.1, and 28.5 cm were scanned on SECT scanners of two different manufacturers at a range of tube voltages. Statistical based iterative reconstruction and deep learning reconstruction were used. In DECT study, phantoms with effective diameters of 20, 29.5, 34.6, and 39.7 cm were scanned on DECT scanners from three different manufacturers. VMIs were created from 40 to 140 keV. ICM reduction by lowering kV levels for SECT or switching from SECT to DECT was calculated based on the linear relationship between iodine CNR and its concentration under different scanning conditions.
On SECT scanner A, while matching CNR at 120 kV, ICM reductions of 21%, 58%, and 72% were achieved at 100, 80, and 70 kV, respectively. On SECT scanner B, 27% and 80% ICM reduction was obtained at 80 and 100 kV. On the Fast-kV switch DECT, with CNR matched at 120 kV, ICM reductions were 35%, 30%, 23%, and 15% with VMIs at 40, 50, 60, and 68 keV, respectively. On the dual-source DECT, ICM reductions were 52%, 48%, 42%, 33%, and 22% with VMIs at 40, 50, 60, 70, and 80 keV. On the dual-layer DECT, ICM reductions were 74%, 62%, 45%, and 22% with VMIs at 40, 50, 60, and 70 keV.
Our work provided a quantitative baseline for other institutions to further optimize their scanning protocols to reduce the use of ICM.
在 COVID-19 大流行期间,碘造影剂(ICM)全球短缺,迫使影像学界在 CT 检查中更策略性地使用 ICM。
本研究旨在提供一种定量框架,以在体模研究中通过降低单能量 CT(SECT)的管电压或使用双能 CT(DECT)的较低能量虚拟单能量图像(VMI),在保持碘对比度噪声比(CNR)的同时降低 ICM 剂量。
在 SECT 研究中,使用两种不同制造商的 SECT 扫描仪对有效直径为 9.7、15.9、21.1 和 28.5 cm 的体模进行扫描,管电压范围为 80-140 kV。使用基于统计的迭代重建和深度学习重建。在 DECT 研究中,使用三种不同制造商的 DECT 扫描仪对有效直径为 20、29.5、34.6 和 39.7 cm 的体模进行扫描。40-140 keV 时创建 VMIs。根据不同扫描条件下碘 CNR 与其浓度之间的线性关系,计算降低 SECT 管电压或从 SECT 切换到 DECT 以减少 ICM 的剂量。
在 SECT 扫描仪 A 上,当匹配 120 kV 的 CNR 时,在 100、80 和 70 kV 时,分别实现了 21%、58%和 72%的 ICM 减少。在 SECT 扫描仪 B 上,在 80 和 100 kV 时获得了 27%和 80%的 ICM 减少。在 Fast-kV switch DECT 上,当匹配 120 kV 的 CNR 时,VMIs 在 40、50、60 和 68 keV 时,ICM 减少分别为 35%、30%、23%和 15%。在双源 DECT 上,VMIs 在 40、50、60、70 和 80 keV 时,ICM 减少分别为 52%、48%、42%、33%和 22%。在双层 DECT 上,VMIs 在 40、50、60 和 70 keV 时,ICM 减少分别为 74%、62%、45%和 22%。
我们的工作为其他机构提供了一个定量基准,以进一步优化他们的扫描方案,以减少 ICM 的使用。