Sriharsha Marupudi, Joseph A Manus, Muhammad U Ghani, Stephen J Glick, Bahaa Ghammraoui
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引用次数: 0
Abstract
Purpose: We evaluate the impact of charge summing correction on a cadmium telluride (CdTe)-based photon-counting detector in breast computed tomography (CT).
Approach: We employ a custom-built laboratory benchtop system using the X-THOR FX30 0.75-mm CdTe detector (Varex Imaging, Salt Lake City, Utah, United States) with a pixel pitch of 0.1 mm, operated in both standard mode [single pixel (SP)] and charge summing correction mode [anticoincidence (AC)]. A tungsten anode source operated at 55 kVp with 2-mm aluminum external filtration and tube currents of 25, 100, and 200 mA with corresponding exposure times of 20, 5, and 2.5 ms were employed to study the effects of X-ray fluence and pulse pileup. Performance comparisons between AC and SP modes are performed in both projection and image reconstructed spaces. In the projection space, performance metrics include count rate, energy resolution, uniformity, modulation transfer function (MTF), and noise power spectrum (NPS). In the image space, performance metrics consist of contrast-to-noise ratio (CNR), uniformity, NPS, and iodine quantification accuracy. For both acquisition modes, signal-to-thickness calibration, for gain and beam hardening corrections, is used before image reconstruction. Images are reconstructed via TIGRE CT software using the standard Feldkamp, Davis, and Kress (FDK) filtered back projection algorithm with a Hann filter and reconstructed with a voxel size of 0.081 mm. Material decomposition is performed using a standard image-based method.
Results: In the detector space, the application of hardware-based charge summing correction enhances spectral resolution and improves the spatial resolution of MTF at lower energy thresholds but introduces anomalous edge enhancement effects and artifacts in the MTF at high fluence. A negative noise correlation was observed in AC mode-acquired images. As expected, the AC acquisition mode results in a decreased detector count rate. In the image space, NPS results displayed elevated noise in low-energy AC images. However, at high energy, noise was comparable between both modes. Greater uniformity was observed in SP mode-acquired images. The largest disparity was observed in the iodine quantification test, where the AC mode demonstrates a much stronger linear relationship between estimated and true iodine concentrations than the SP mode.
Conclusion: The results are specific to the studied system, reconstruction parameters, and irradiation conditions limited to 200 mA and 0.5 mAs. The AC mode generally provides better energy and MTF resolution at low energy thresholds but with increased noise and reduced uniformity. In image space, charge summing correction improved iodine quantification and CNR at high energy thresholds.
目的:我们评估电荷和校正对乳房计算机断层扫描(CT)中基于碲化镉(CdTe)的光子计数检测器的影响。方法:我们采用定制的实验室台式系统,使用X-THOR FX30 0.75 mm CdTe探测器(Varex Imaging, Salt Lake City, Utah, usa),像素间距为0.1 mm,在标准模式[单像素(SP)]和电荷求和校正模式[反重合(AC)]下工作。采用55 kVp钨阳极源,2 mm铝外滤,管内电流分别为25、100和200 mA,曝光时间分别为20、5和2.5 ms,研究了x射线通量和脉冲堆积的影响。在投影和图像重建空间中,对AC和SP模式进行了性能比较。在投影空间中,性能指标包括计数率、能量分辨率、均匀性、调制传递函数(MTF)和噪声功率谱(NPS)。在图像空间中,性能指标包括比噪比(CNR)、均匀性、NPS和碘定量精度。对于这两种采集模式,在图像重建之前使用信号到厚度校准,用于增益和波束硬化校正。使用标准的Feldkamp, Davis, and Kress (FDK)滤波反投影算法和Hann滤波器,通过TIGRE CT软件重建图像,重建体素尺寸为0.081 mm。使用标准的基于图像的方法进行材料分解。结果:在探测器空间中,基于硬件电荷和校正的应用提高了低能量阈值下MTF的光谱分辨率和空间分辨率,但在高能量阈值下MTF会引入异常边缘增强效应和伪影。在交流模式获取的图像中观察到负噪声相关。正如预期的那样,交流采集模式导致检测器计数率下降。在图像空间中,NPS结果显示低能量AC图像中的噪声升高。然而,在高能量下,两种模式之间的噪声是相当的。在SP模式获得的图像中观察到更大的均匀性。在碘定量测试中观察到最大的差异,其中AC模式显示估计和真实碘浓度之间的线性关系比SP模式强得多。结论:该结果与所研究的体系、重构参数和辐照条件(200 mA和0.5 mA)有关。交流模式通常在低能量阈值下提供更好的能量和MTF分辨率,但会增加噪声和降低均匀性。在图像空间中,电荷和校正提高了碘定量和高能量阈值下的CNR。
期刊介绍:
JMI covers fundamental and translational research, as well as applications, focused on medical imaging, which continue to yield physical and biomedical advancements in the early detection, diagnostics, and therapy of disease as well as in the understanding of normal. The scope of JMI includes: Imaging physics, Tomographic reconstruction algorithms (such as those in CT and MRI), Image processing and deep learning, Computer-aided diagnosis and quantitative image analysis, Visualization and modeling, Picture archiving and communications systems (PACS), Image perception and observer performance, Technology assessment, Ultrasonic imaging, Image-guided procedures, Digital pathology, Biomedical applications of biomedical imaging. JMI allows for the peer-reviewed communication and archiving of scientific developments, translational and clinical applications, reviews, and recommendations for the field.