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肺动脉 CT 成像中的心脏相位相关图像重建和高级图像处理。

Cardiac phase-correlated image reconstruction and advanced image processing in pulmonary CT imaging.

机构信息

VAMP GmbH, Erlangen, Germany.

出版信息

Eur Radiol. 2009 Apr;19(4):1035-42. doi: 10.1007/s00330-008-1237-x. Epub 2008 Dec 11.

Abstract

Image quality in pulmonary CT imaging is commonly degraded by cardiac motion artifacts. Phase-correlated image reconstruction algorithms known from cardiac imaging can reduce motion artifacts but increase image noise and conventionally require a concurrently acquired ECG signal for synchronization. Techniques are presented to overcome these limitations. Based on standard and phase-correlated images that are reconstructed using a raw data-derived synchronization signal, image-merging and temporal-filtering techniques are proposed that combine the input images automatically or interactively. The performance of the approaches is evaluated in patient and phantom datasets. In the automatic approach, areas of strong motion and static areas were well detected, providing an optimal combination of standard and phase-correlated images with no visible border between the merged regions. Image noise in the non-moving regions was reduced to the noise level of the standard reconstruction. The application of the interactive filtering allowed for an optimal adaptation of image noise and motion artifacts. Noise content after interactive filtering decreased with increasing temporal filter width used. We conclude that a combination of our motion-free merging approach and a dedicated interactive filtering procedure can highly improve pulmonary imaging with respect to motion artifacts and image noise.

摘要

在肺部 CT 成像中,图像质量通常会因心脏运动伪影而降低。心脏成像中已知的相位相关图像重建算法可以减少运动伪影,但会增加图像噪声,并且传统上需要同时获取心电图 (ECG) 信号进行同步。本文介绍了克服这些限制的技术。基于使用原始数据衍生的同步信号重建的标准和相位相关图像,提出了图像融合和时间滤波技术,这些技术可以自动或交互地组合输入图像。在患者和体模数据集上评估了这些方法的性能。在自动方法中,强运动区域和静止区域被很好地检测到,从而提供了标准和相位相关图像的最佳组合,在合并区域之间没有可见的边界。非运动区域的图像噪声降低到标准重建的噪声水平。交互式滤波的应用允许对图像噪声和运动伪影进行最佳调整。随着使用的时间滤波器宽度的增加,交互式滤波后的噪声含量降低。我们得出结论,我们的无运动合并方法和专用的交互式滤波程序的组合可以大大提高肺部成像的运动伪影和图像噪声性能。

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