Spectral performance for iodine quantification of a dual-source, dual-kV photon counting detector CT

IF 3.2 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Medical physics Pub Date : 2025-02-10 DOI:10.1002/mp.17679
Tim Winfree, Kevin Treb, Cynthia McCollough, Shuai Leng
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引用次数: 0

Abstract

Background

Multi-energy CT (MECT) enables quantification of material concentrations by measuring linear attenuation coefficient line integrals with multiple x-ray spectra. Photon counting detector (PCD)-CT utilizes a detector-based approach for MECT that can suffer from substantial spectral overlap, resulting in amplified material quantification noise. Dual-source dual-kV approaches for MECT are currently utilized in some energy-integrating detector (EID)-CT systems and can potentially be utilized with PCD-CT for improved spectral separation.

Purpose

To evaluate the iodine quantification performance of a novel dual-source (DS)-PCD-CT scan mode and compare to single-source (SS)-PCD-CT and DS-EID-CT.

Materials and Methods

A 30 cm × 40 cm solid water phantom with four iodine inserts (2, 5, 10, and 15 mg/mL) was scanned with the three spectral modalities: SS-PCD-CT with two energy thresholds, DS-PCD-CT (90/Sn150 kV), and DS-EID-CT (90/Sn150 kV). For each modality, full-dose (12 mGy) and half-dose scans were acquired, and images were reconstructed with filtered back-projection using a quantitative (Qr40) kernel. When scanning in a DS configuration, the total radiation dose budget is split between two detectors, increasing the strength of a signal-dependent filter compared to a SS acquisition. To account for this effect, the modulation transfer function (MTF) for each modality was measured from a 0.05 mm tungsten wire. A linear spatial filter was applied to the SS images to match their MTF to that of the DS images. The resulting high- and low-energy images were input into an image-domain least squares material decomposition algorithm with iodine and water as the two basis materials. Iodine quantification accuracy and noise measured from the iodine basis images were used as figures of merit, and t-tests used to compare between modalities.

Results

The 10% MTF cutoffs were 0.56, 0.57, 0.60, and 0.57 lp/mm for DS-EID-CT, DS-PCD-CT, SS-PCD-CT, and SS-PCD-CT after MTF-matching, respectively, with the SS-PCD-CT MTF cutoff dropping to 0.58 lp/mm at half-dose. Without accounting for the signal-dependent filter by matching the MTFs, the noise in iodine material basis images from SS-PCD-CT was 10% higher than that of DS-EID-CT. After matching the MTFs, the noise in the SS-PCD-CT iodine image was 9%–22% lower than that of the DS-EID-CT. The lowest iodine image noise was from the DS-PCD-CT, which was 39%–41% lower than the DS-EID-CT. The DS-PCD-CT noise magnitude was significantly different from the other modalities. Mean iodine quantification accuracy across all measured concentrations was within 5% for all modalities at full dose, but was only below 5% for the DS-PCD-CT at half-dose.

Conclusions

SS-PCD-CT with two energy thresholds outperformed DS-EID-CT in terms of image noise in iodine basis images when spatial resolution was matched. DS-PCD-CT gave the lowest noise due to the combination of PCD technology and improved spectral separation from the different x-ray spectra.

双源双 kV 光子计数探测器 CT 的碘定量光谱性能。
背景:多能CT (MECT)可以通过测量多重x射线光谱的线性衰减系数线积分来量化物质浓度。光子计数检测器(PCD)-CT采用基于检测器的MECT方法,可能会受到大量光谱重叠的影响,导致材料量化噪声放大。目前,一些能量积分探测器(EID)-CT系统采用了双源双kv MECT方法,并有可能与PCD-CT一起使用,以提高光谱分离效果。目的:评价一种新型双源(DS)-PCD-CT扫描模式的碘定量性能,并与单源(SS)-PCD-CT和DS- eid - ct进行比较。材料与方法:采用SS-PCD-CT (90/Sn150 kV)、DS-PCD-CT (90/Sn150 kV)和DS-EID-CT (90/Sn150 kV)三种能谱扫描方式,对一个30 cm × 40 cm含4个碘(2、5、10、15 mg/mL)的固体水影进行扫描。对于每种模式,获得全剂量(12 mGy)和半剂量扫描,并使用定量(Qr40)核进行滤波后的反投影重建图像。在DS配置中扫描时,总辐射剂量预算在两个探测器之间分配,与SS采集相比,增加了信号依赖滤波器的强度。为了解释这种影响,每个模态的调制传递函数(MTF)从0.05 mm钨丝测量。对SS图像进行线性空间滤波,使其MTF与DS图像相匹配。将得到的高能量和低能图像输入到以碘和水为基材的图像域最小二乘材料分解算法中。碘定量准确度和从碘基图像测量的噪声被用作优点的数字,并使用t检验来比较模式。结果:经MTF匹配后,DS-EID-CT、DS-PCD-CT、SS-PCD-CT和SS-PCD-CT的10% MTF截止值分别为0.56、0.57、0.60和0.57 lp/mm,其中SS-PCD-CT的MTF截止值在半剂量时降至0.58 lp/mm。在不考虑mtf匹配的信号依赖滤波器的情况下,SS-PCD-CT碘物质基图像的噪声比DS-EID-CT高10%。匹配mtf后,SS-PCD-CT碘图像的噪声比DS-EID-CT低9% ~ 22%。碘图像噪声最低的是DS-PCD-CT,比DS-EID-CT低39% ~ 41%。DS-PCD-CT噪声值与其他模式差异有统计学意义。在全剂量下,所有模式下所有测量浓度的平均碘定量准确度在5%以内,但在半剂量下,DS-PCD-CT仅低于5%。结论:在空间分辨率匹配的情况下,具有两个能量阈值的SS-PCD-CT在碘基图像的图像噪声方面优于DS-EID-CT。DS-PCD-CT结合了PCD技术,提高了不同x射线光谱的光谱分离,噪声最低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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