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Dual-source photon counting detector CT with a tin filter: a phantom study on iodine quantification performance

机译:带锡滤光片的双源光子计数检测器CT:碘量化性能的幻像研究

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摘要

Photon counting detectors (PCD) can provide spectral information to enable iodine quantification through multi-energy imaging but performance is limited by current PCD technology. The purpose of this work is to evaluate iodine quantification in a phantom study using dual-source PCD-CT (DS-PCD-CT), and compare to single-source (SS)-PCD-CT and traditional DS energy integrating detector (EID)-based dual-energy CT.A multi-energy CT phantom with iodine inserts (0 to 15 mg ml−1 concentration) was imaged ona research SS-PCD-CT scanner (CTDIvol = 18 mGy). A DS-PCD-CT was emulated by acquiring two sequential scans (CTDIvol = 9 mGy each) using tube potentials: 140 kVp/80 kVp, 140 kVp/100 kVp and 140 kVp/120 kVp. For each kVp, 1 or 2 energy bins were reconstructed to achieve either dual-energy or quadruple energy CT. In addition to these energy combinations, a Sn filter was used for the high tube potential (140 kVp) of each kVp pair. For comparison, the same phantom was also scanned on a commercially available DS-EID-CT with matched radiation dose (CTDIvol = 18 mGy). Material decomposition was performed in image space using a standard least-squares based approach to generate iodine and water-specific images. The root-mean-square-error (RMSE) measured over each insert from the iodine image was used to determine iodine accuracy.The iodine RMSE from SS-PCD (140 kVp with 2 energy bins) was 2.72 mg ml−1. The use of a DS configuration with 1 energy bin per kVp (140 kVp/80 kVp) resulted in a RMSE of 2.29 mg ml−1. Two energy bins per kVp further reduced iodine RMSE to 1.83 mg ml−1. The addition of a Sn filter to the latter quadruple energy mode reduced RMSE to 1.48 mg ml−1. RMSE for DS-PCD-CT (2 energy bins per kVp) decreased by 1.3% (Sn140 kVp/80 kVp) and 15% (Sn140 kVp/100 kVp) as compared to DS-EID-CT.DS-PCD-CT with a Sn filter improved iodine quantification as compared to both SS-PCD-CT and DS-EID-CT.
机译:光子计数检测器(PCD)可以提供光谱信息以通过多能成像实现碘定量,但是性能受到当前PCD技术的限制。这项工作的目的是在使用双源PCD-CT(DS-PCD-CT)的幻像研究中评估碘的定量,并与单源(SS)-PCD-CT和传统的DS能量积分检测器(EID)进行比较)的双能CT。在研究SS-PCD-CT扫描仪(CTDIvol = 18 mGy)上成像了一个含碘插入物(浓度为0至15 mg ml -1 )的多能CT体模。 。通过使用管电势:140 kVp / 80 kVp,140 kVp / 100 kVp和140 kVp / 120 kVp进行两次连续扫描(每次CTDIvol = 9 mGy)来模拟DS-PCD-CT。对于每个kVp,重建1个或2个能量仓,以实现双能量CT或四能量CT。除了这些能量组合,Sn滤波器还用于每个kVp对的高管电势(140 kVp)。为了进行比较,还在可商购的DS-EID-CT上以匹配的辐射剂量(CTDIvol = 18 mGy)扫描了相同的体模。使用基于最小二乘法的标准方法在图像空间中执行材料分解,以生成碘和水特定的图像。使用碘图像对每个插入物测量的均方根误差(RMSE)用于确定碘精度.SS-PCD(140 kVp带2个能量仓)的碘RMSE为2.72 mg ml 。使用具有每kVp 1个能量仓(140 kVp / 80 kVp)的DS配置时,RMSE为2.29 mg ml -1 。每kVp有两个能量箱,碘的RMSE进一步降低到1.83 mg ml -1 。在后者的四重能量模式下增加一个Sn过滤器后,RMSE降低到1.48 mg ml -1 。与DS-EID-CT相比,DS-PCD-CT的RMSE(每kVp 2个能量仓)分别降低了1.3%(Sn140 kVp / 80 kVp)和15%(Sn140 kVp / 100 kVp)。与SS-PCD-CT和DS-EID-CT相比,锡过滤器改善了碘定量。

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