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光子计数 CT 对脑 CT 血管造影最大密度投影(MIP)图像的影响:理论与实验研究。

Impacts of photon counting CT to maximum intensity projection (MIP) images of cerebral CT angiography: theoretical and experimental studies.

机构信息

Department of Medical Physics, University of Wisconsin-Madison, 1111 Highland Avenue, Madison, WI 53705, United States of America.

出版信息

Phys Med Biol. 2019 Sep 19;64(18):185015. doi: 10.1088/1361-6560/ab32fe.

Abstract

While CTA is an established clinical gold standard for imaging large cerebral arteries and veins, an important challenge that currently remains for CTA is its limited performance in imaging small perforating arteries with diameters below 0.5 mm. The purpose of this work was to theoretically and experimentally study the potential benefits of using photon counting detector (PCD)-based CT (PCCT) to improve the performance of CTA in imaging these small arteries. In particular, the study focused on an important component of the CTA image package known as the maximum intensity projection (MIP) image. To help understand how the physical properties of a detector quantitatively influence the MIP image quality, a theoretical model on the statistical properties of MIP images was developed. After validating this model, it was used to explore the individual and joint contribution of the following detector properties to the MIP signal-to-noise ratio (SNR): inter-slice noise covariance, spatial resolution along the z direction, and native pixel pitch along z. The model demonstrated that superior slice sensitivity, reduced inter-slice noise correlation, and smaller native pixel pitch along z provided by PCDs lead to improved vessel SNR in MIP images. Finally, experiments were performed by scanning an anthropomorphic cerebral angiographic phantom using a benchtop PCCT system and a commercial MDCT system. The experimental MIP results consistently demonstrated that compared with MDCT, PCCT provides superior vessel conspicuity and reduced artifactual stenosis.

摘要

虽然 CTA 是一种成熟的临床金标准,可用于对大脑大动静脉成像,但 CTA 目前仍面临一个重要挑战,即其在对直径小于 0.5mm 的小穿支动脉成像方面的性能有限。本研究旨在从理论和实验两方面研究使用基于光子计数探测器(PCD)的 CT(PCCT)来提高 CTA 对这些小动脉成像性能的潜在优势。具体来说,本研究重点关注 CTA 图像包中的一个重要组成部分,即最大密度投影(MIP)图像。为了帮助理解探测器的物理特性如何定量影响 MIP 图像质量,我们开发了一个关于 MIP 图像统计特性的理论模型。在验证该模型后,我们利用它来探索以下探测器特性对 MIP 信噪比(SNR)的单独和联合贡献:层间噪声协方差、z 方向上的空间分辨率和 z 方向上的固有像素间距。该模型表明,PCD 提供的更高的切片灵敏度、更低的层间噪声相关性以及更小的 z 方向固有像素间距,可提高 MIP 图像中的血管 SNR。最后,我们使用台式 PCCT 系统和商业 MDCT 系统对一个人体脑血管造影体模进行了扫描实验。实验性的 MIP 结果一致表明,与 MDCT 相比,PCCT 提供了更好的血管显影效果和更低的人为狭窄伪影。

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