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基于3D图像导航器的非刚性运动校正用于冠状动脉磁共振血管造影

Nonrigid Motion Correction With 3D Image-Based Navigators for Coronary MR Angiography.

作者信息

Luo Jieying, Addy Nii Okai, Ingle R Reeve, Baron Corey A, Cheng Joseph Y, Hu Bob S, Nishimura Dwight G

机构信息

Department of Electrical Engineering, Magnetic Resonance Systems Research Laboratory, Stanford University, Stanford, California, USA.

Palo Alto Medical Foundation, Palo Alto, California, USA.

出版信息

Magn Reson Med. 2017 May;77(5):1884-1893. doi: 10.1002/mrm.26273. Epub 2016 May 13.

DOI:10.1002/mrm.26273
PMID:27174673
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5107365/
Abstract

PURPOSE

To develop a retrospective nonrigid motion-correction method based on 3D image-based navigators (iNAVs) for free-breathing whole-heart coronary magnetic resonance angiography (MRA).

METHODS

The proposed method detects global rigid-body motion and localized nonrigid motion from 3D iNAVs and compensates them with an autofocusing algorithm. To model the global motion, 3D rotation and translation are estimated from the 3D iNAVs. Two sets of localized nonrigid motions are obtained from deformation fields between 3D iNAVs and reconstructed binned images, respectively. A bank of motion-corrected images is generated and the final image is assembled pixel-by-pixel by selecting the best focused pixel from this bank. In vivo studies with six healthy volunteers were conducted to compare the performance of the proposed method with 3D translational motion correction and no correction.

RESULTS

In vivo studies showed that compared to no correction, 3D translational motion correction and the proposed method increased the vessel sharpness by 13% ± 13% and 19% ± 16%, respectively. Out of 90 vessel segments, 75 segments showed improvement with the proposed method compared to 3D translational correction.

CONCLUSION

We have developed a nonrigid motion-correction method based on 3D iNAVs and an autofocusing algorithm that improves the vessel sharpness of free-breathing whole-heart coronary MRA. Magn Reson Med 77:1884-1893, 2017. © 2016 International Society for Magnetic Resonance in Medicine.

摘要

目的

开发一种基于三维图像导航器(iNAV)的回顾性非刚性运动校正方法,用于自由呼吸全心冠状动脉磁共振血管造影(MRA)。

方法

所提出的方法从三维iNAV中检测全局刚体运动和局部非刚性运动,并用自动聚焦算法对其进行补偿。为了对全局运动进行建模,从三维iNAV中估计三维旋转和平移。分别从三维iNAV与重建的分箱图像之间的变形场中获得两组局部非刚性运动。生成一组运动校正图像,并通过从该组中选择最佳聚焦像素逐像素地组装最终图像。对六名健康志愿者进行了体内研究,以比较所提出的方法与三维平移运动校正和无校正的性能。

结果

体内研究表明,与无校正相比,三维平移运动校正和所提出的方法分别使血管清晰度提高了13%±13%和19%±16%。在90个血管节段中,与三维平移校正相比,所提出的方法使75个节段有改善。

结论

我们开发了一种基于三维iNAV和自动聚焦算法的非刚性运动校正方法,该方法提高了自由呼吸全心冠状动脉MRA的血管清晰度。《磁共振医学》77:1884 - 1893, 2017。©2016国际磁共振医学学会。

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本文引用的文献

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Free-running 4D whole-heart self-navigated golden angle MRI: Initial results.自由运行4D全心自导航黄金角MRI:初步结果。
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100% Efficient three-dimensional coronary MR angiography with two-dimensional beat-to-beat translational and bin-to-bin affine motion correction.采用逐搏二维平移和逐组仿射运动校正的100%高效三维冠状动脉磁共振血管造影术。
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Magn Reson Med. 2015 May;73(5):1885-95. doi: 10.1002/mrm.25321. Epub 2014 Jun 9.
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Highly efficient respiratory motion compensated free-breathing coronary MRA using golden-step Cartesian acquisition.使用黄金步长笛卡尔采集的高效呼吸运动补偿自由呼吸冠状动脉磁共振血管造影
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Accelerated whole-heart coronary MRA using motion-corrected sensitivity encoding with three-dimensional projection reconstruction.采用运动校正灵敏度编码和三维投影重建的加速全心冠状动脉磁共振血管造影术。
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