FMRIB Centre for Functional MRI of the Brain, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom.
Department of Radiology, Stanford University, Stanford, California, USA.
Magn Reson Med. 2017 Aug;78(2):527-540. doi: 10.1002/mrm.26390. Epub 2016 Sep 8.
Subject motion is a major source of image degradation for functional MRI (fMRI), especially when using multishot sequences like three-dimensional (3D EPI). We present a hybrid radial-Cartesian 3D EPI trajectory enabling motion correction in k-space for functional MRI.
The EPI "blades" of the 3D hybrid radial-Cartesian EPI sequence, called TURBINE, are rotated about the phase-encoding axis to fill out a cylinder in 3D k-space. Angular blades are acquired over time using a golden-angle rotation increment, allowing reconstruction at flexible temporal resolution. The self-navigating properties of the sequence are used to determine motion parameters from a high temporal-resolution navigator time series. The motion is corrected in k-space as part of the image reconstruction, and evaluated for experiments with both cued and natural motion.
We demonstrate that the motion correction works robustly and that we can achieve substantial artifact reduction as well as improvement in temporal signal-to-noise ratio and fMRI activation in the presence of both severe and subtle motion.
We show the potential for hybrid radial-Cartesian 3D EPI to substantially reduce artifacts for application in fMRI, especially for subject groups with significant head motion. The motion correction approach does not prolong the scan, and no extra hardware is required. Magn Reson Med 78:527-540, 2017. © 2016 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
主体运动是功能磁共振成像(fMRI)图像降级的主要原因,尤其是在使用三维(3D EPI)等多shot 序列时。我们提出了一种混合径向-笛卡尔 3D EPI 轨迹,可在 k 空间中对 fMRI 进行运动校正。
3D 混合径向-笛卡尔 EPI 序列的 EPI“叶片”称为 TURBINE,它们绕相位编码轴旋转以在 3D k 空间中填充圆柱。使用黄金角度旋转增量随时间采集角度叶片,允许以灵活的时间分辨率进行重建。该序列的自导航特性用于从高时间分辨率导航时间序列中确定运动参数。运动在 k 空间中作为图像重建的一部分进行校正,并在具有提示和自然运动的实验中进行评估。
我们证明了运动校正的稳健性,并且我们可以在存在严重和轻微运动的情况下,显著减少伪影,提高时间信号噪声比和 fMRI 激活。
我们展示了混合径向-笛卡尔 3D EPI 有潜力大大减少 fMRI 中的伪影,特别是对于头部运动较大的受试者群体。该运动校正方法不会延长扫描时间,也不需要额外的硬件。磁共振医学 78:527-540,2017。© 2016 作者磁共振医学由 Wiley 期刊出版公司代表国际磁共振学会出版。这是在知识共享署名许可条款下的许可,允许在任何媒介中使用、分发和复制原作,只要原作正确引用。