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使用高斯加权螺旋线和零填充插值法改进磁共振图像中小解剖结构的描绘。

Improved depiction of small anatomic structures in MR images using Gaussian-weighted spirals and zero-filled interpolation.

作者信息

Elgavish Rotem A, Twieg Donald B

机构信息

Department of Biomedical Engineering The University of Alabama at Birmingham, Birmingham, Alabama 35294-4440, USA.

出版信息

Magn Reson Imaging. 2003 Feb;21(2):103-12. doi: 10.1016/s0730-725x(02)00642-2.

DOI:10.1016/s0730-725x(02)00642-2
PMID:12670596
Abstract

Partial-volume artifacts reduce the contrast and continuity of small structures in magnetic resonance images. Zero-filled interpolation (ZFI) has been known for some time as a useful technique to reduce partial-volume artifacts and improve the appearance of small structures and edges. However, its use is limited by the fact that ZFI can exacerbate image artifacts. For example, it can exacerbate Gibbs ringing, also known as the truncation artifact, which manifests itself as spurious ringing around sharp edges. Currently, the most common technique to address this problem is post-acquisition filtering, which causes blurring in the image. Using ZFI in conjunction with a variable-density sampling method designed to reduce ringing is proposed as a possible solution to this problem. This approach is demonstrated with a Gaussian-weighted spiral and is compared to conventional spiral sampling both with and without the application of a filter used to reduce ringing. The two spiral sampling techniques are compared using simulations, phantom images, and in vivo brain images. The Gaussian-weighted spiral demonstrates reduced ringing without the loss of spatial resolution commonly associated with post-acquisition filtering. Additionally, this sampling technique is shown to work well in conjunction with ZFI to reduce partial-volume artifacts without the apparent increase in Gibbs ringing usually associated with zero-filled reconstruction. This approach will be most useful for imaging techniques such as MR angiography which are known to be sensitive to partial-volume effects, as well as when imaging anatomic regions associated with more severe Gibbs ringing.

摘要

部分容积伪影会降低磁共振图像中小结构的对比度和连续性。零填充插值(ZFI)作为一种减少部分容积伪影并改善小结构和边缘外观的有用技术已为人所知一段时间。然而,其应用受到ZFI会加剧图像伪影这一事实的限制。例如,它会加剧吉布斯振铃,也称为截断伪影,其表现为尖锐边缘周围的虚假振铃。目前,解决这个问题最常用的技术是采集后滤波,这会导致图像模糊。有人提出将ZFI与旨在减少振铃的可变密度采样方法结合使用作为解决这个问题的一种可能方案。用高斯加权螺旋演示了这种方法,并将其与传统螺旋采样进行了比较,包括应用和未应用用于减少振铃的滤波器的情况。使用模拟、体模图像和活体脑图像对这两种螺旋采样技术进行了比较。高斯加权螺旋显示出减少了振铃,而没有采集后滤波通常会导致的空间分辨率损失。此外,这种采样技术与ZFI结合使用效果良好,可减少部分容积伪影,而不会出现通常与零填充重建相关的吉布斯振铃明显增加的情况。这种方法对于诸如磁共振血管造影等已知对部分容积效应敏感的成像技术最为有用,以及在对与更严重吉布斯振铃相关的解剖区域进行成像时也很有用。

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