利用高时间分辨率图像重建和误差补偿物质基础图像生成技术进行顺序扫描双能量 CT 成像

Qiaoxin Li, Ruifeng Chen, Peng Wang, Guotao Quan, Yanfeng Du, Dong Liang, Yinsheng Li
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引用次数: 0

摘要

双能计算机断层扫描(DECT)已被广泛用于获取成像对象的定量元素组成,以进行个性化和精确的医疗诊断。与利用先进的 X 射线源和/或探测器技术的双能计算机断层扫描相比,使用顺序扫描数据采集方案来实现双能计算机断层扫描可能会对临床实践产生更广泛的影响,因为这种方案不需要专门的硬件设计,可以直接应用于传统的 CT 系统。然而,由于碘造影剂在成像对象体内的浓度随时间而变化,在两个管电位下获取的顺序扫描数据集在时间上不一致。由于现有的物质基础图像重建方法假定在两个管电位下获取的数据集在时间上是一致的,违反这一假定会导致物质浓度的不准确量化。在这项工作中,我们利用高时间分辨率图像重建和误差补偿物质基础图像生成技术(简称 ACCELERATION)开发了顺序扫描 DECT 成像技术,以解决顺序扫描数据集的时间一致性所带来的技术难题,提高顺序扫描 DECT 中物质浓度的量化准确性。使用从临床人体检查和人体实验研究中生成的数值模拟数据集对 ACCELERATION 进行了验证和评估,结果表明 ACCELERATION 提高了量化精度和图像质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation
Dual-energy computed tomography (DECT) has been widely used to obtain quantitative elemental composition of imaged subjects for personalized and precise medical diagnosis. Compared with DECT leveraging advanced X-ray source and/or detector technologies, the use of the sequential-scanning data acquisition scheme to implement DECT may make a broader impact on clinical practice because this scheme requires no specialized hardware designs and can be directly implemented into conventional CT systems. However, since the concentration of iodinated contrast agent in the imaged subject varies over time, sequentially scanned data sets acquired at two tube potentials are temporally inconsistent. As existing material basis image reconstruction approaches assume that the data sets acquired at two tube potentials are temporally consistent, the violation of this assumption results in inaccurate quantification of material concentration. In this work, we developed sequential-scanning DECT imaging using high temporal resolution image reconstruction and error-compensated material basis image generation, ACCELERATION in short, to address the technical challenge induced by temporal inconsistency of sequentially scanned data sets and improve quantification accuracy of material concentration in sequential-scanning DECT. ACCELERATION has been validated and evaluated using numerical simulation data sets generated from clinical human subject exams and experimental human subject studies. Results demonstrated the improvement of quantification accuracy and image quality using ACCELERATION.
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