The Impact of Cross-Talk in a Flat Panel Detector on CT Image Quality

Seemeen Karimi;James Hall;Jerel A. Smith;Joseph Tringe
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Abstract

Spatial resolution and image noise are two aspects of image quality of an X-ray computed tomography (CT) system and are determined by the X-ray source, the detector, and mathematical operations for image reconstruction. In CT scanners with flat panel detectors (FPDs), there is cross-talk (signal leakage) between detector pixels. The contribution of the cross-talk to spatial resolution and noise in reconstructed images has not been adequately modeled. Previously, we estimated cross-talk from autocovariance measurements in air, and modeled the impact of cross-talk on spatial resolution. We have extended that work to calculate the impact of cross-talk on signal-to-noise ratio in radiographs and to reconstructed image noise. We modeled the spatial resolution and noise of a CT scanner that uses a flat-panel detector with 0.2-mm pixels and a gadolinium oxysulfide scintillator, and a 450 kVp, dual-focus X-ray tube. Our noise model agrees with measurements from experimental data and simulations to within 10%. We show that cross-talk in FPDs can reduce resolution by over 30%, reduce noise by approximately a factor of two, and introduce correlation in the noise, and therefore, cannot be disregarded when assessing CT image quality.
平板探测器中的串扰对 CT 图像质量的影响
空间分辨率和图像噪声是x射线计算机断层扫描(CT)系统图像质量的两个方面,由x射线源、探测器和图像重建的数学运算决定。在使用平板检测器(FPDs)的CT扫描仪中,检测器像素之间存在串扰(信号泄漏)。在重建图像中,串扰对空间分辨率和噪声的贡献尚未得到充分的模拟。以前,我们从空气中的自协方差测量中估计串扰,并模拟串扰对空间分辨率的影响。我们已经扩展了这项工作,以计算串扰对x光片信噪比的影响,并重建图像噪声。我们模拟了一台CT扫描仪的空间分辨率和噪声,该扫描仪使用一个0.2 mm像素的平板探测器和一个氧化硫化钆闪烁体,以及一个450 kVp的双聚焦x射线管。我们的噪声模型与实验数据和模拟测量结果的一致性在10%以内。研究表明,fpd中的串扰可以使分辨率降低30%以上,将噪声降低约2倍,并在噪声中引入相关性,因此,在评估CT图像质量时不能忽略串扰。
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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