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单次扫描双能 CT 使用主调制。

Single-Scan Dual-Energy CT Using Primary Modulation.

出版信息

IEEE Trans Med Imaging. 2018 Aug;37(8):1799-1808. doi: 10.1109/TMI.2018.2796858. Epub 2018 Jan 23.

Abstract

Compared with conventional computed tomography (CT), dual-energy CT (DECT) provides better material differentiation but requires projection data acquired with two different effective x-ray spectra, limiting DECT applications to specialized scanners. We propose a hardware-based method, known as PM-DECT, which utilizes primary beam modulation to enable single-scan DECT on a conventional CT scanner. PM-DECT inserts an attenuation sheet with a spatially varying pattern-primary beam modulator-between the x-ray source and imaged object. During a CT scan, the modulator selectively hardens the x-ray beam, thereby increasing the average photon energy at specific detector pixel locations. Thus, PM-DECT simultaneously acquires high and low energy data at each projection angle. From the sparse projection data, high and low energy CT images are jointly reconstructed and simultaneously decomposed into basis materials via an iterative CT reconstruction algorithm with gradient weighting and an improved version of similarity based regularization. Studies on Catphan 600 and anthropomorphic head phantoms demonstrate that PM-DECT retains a high level of spatial resolution compared with conventional CT scans. Electron density values calculated from decomposed images indicate a limited error of 1.12% for PM-DECT. Comparison against a two-scan DECT technique shows that PM-DECT's image reconstruction from sparse data sets contributes only 0.66% error. By granting the opportunity for high-quality single-scan DECT on conventional CT scanners via limited hardware modification, PM-DECT has the potential to liberate DECT from specialized scanners, extending clinical availability, and implementation.

摘要

与传统的计算机断层扫描(CT)相比,双能 CT(DECT)提供了更好的物质分化能力,但需要使用两种不同的有效 X 射线谱采集投影数据,这限制了 DECT 应用于专用扫描仪。我们提出了一种基于硬件的方法,称为 PM-DECT,它利用主射线调制在常规 CT 扫描仪上实现单次扫描 DECT。PM-DECT 在 X 射线源和成像物体之间插入具有空间变化模式的衰减片 - 主射线调制器。在 CT 扫描期间,调制器选择性地使 X 射线束变硬,从而增加特定探测器像素位置的平均光子能量。因此,PM-DECT 可以在每个投影角度同时获取高低能数据。从稀疏的投影数据中,通过具有梯度加权的迭代 CT 重建算法和改进的基于相似性的正则化,联合重建高低能 CT 图像,并同时将其分解为基础物质。在 Catphan 600 和人体头部模拟体上的研究表明,PM-DECT 与传统 CT 扫描相比保持了较高的空间分辨率。从分解图像计算的电子密度值表明 PM-DECT 的误差限制在 1.12%。与两次扫描 DECT 技术的比较表明,PM-DECT 从稀疏数据集进行图像重建的误差仅为 0.66%。通过对常规 CT 扫描仪进行有限的硬件修改,为高质量的单次扫描 DECT 提供了机会,PM-DECT 有可能使 DECT 摆脱专用扫描仪的限制,扩大临床可用性和实施范围。

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