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使用单回波 EPI 和读出反转的首个图像(REFILL)进行 fMRI 的动态扭曲校正改进。

Improved dynamic distortion correction for fMRI using single-echo EPI and a readout-reversed first image (REFILL).

机构信息

Centre of Advanced Imaging, University of Queensland, Brisbane, Australia.

Department of Neurology, Medical University of Graz, Graz, Austria.

出版信息

Hum Brain Mapp. 2023 Oct 15;44(15):5095-5112. doi: 10.1002/hbm.26440. Epub 2023 Aug 7.

Abstract

The boundaries between tissues with different magnetic susceptibilities generate inhomogeneities in the main magnetic field which change over time due to motion, respiration and system instabilities. The dynamically changing field can be measured from the phase of the fMRI data and corrected. However, methods for doing so need multi-echo data, time-consuming reference scans and/or involve error-prone processing steps, such as phase unwrapping, which are difficult to implement robustly on the MRI host. The improved dynamic distortion correction method we propose is based on the phase of the single-echo EPI data acquired for fMRI, phase offsets calculated from a triple-echo, bipolar reference scan of circa 3-10 s duration using a method which avoids the need for phase unwrapping and an additional correction derived from one EPI volume in which the readout direction is reversed. This Reverse-Encoded First Image and Low resoLution reference scan (REFILL) approach is shown to accurately measure B as it changes due to shim, motion and respiration, even with large dynamic changes to the field at 7 T, where it led to a > 20% increase in time-series signal to noise ratio compared to data corrected with the classic static approach. fMRI results from REFILL-corrected data were free of stimulus-correlated distortion artefacts seen when data were corrected with static field mapping. The method is insensitive to shim changes and eddy current differences between the reference scan and the fMRI time series, and employs calculation steps that are simple and robust, allowing most data processing to be performed in real time on the scanner image reconstruction computer. These improvements make it feasible to routinely perform dynamic distortion correction in fMRI.

摘要

不同磁导率组织之间的边界会在主磁场中产生非均匀性,这些非均匀性会随着运动、呼吸和系统不稳定而随时间变化。动态变化的磁场可以从 fMRI 数据的相位中测量并进行校正。然而,实现这一目标的方法需要多回波数据、耗时的参考扫描,并且/或者涉及容易出错的处理步骤,例如相位解缠,这在 MRI 主机上很难稳健地实现。我们提出的改进的动态失真校正方法基于 fMRI 采集的单回波 EPI 数据的相位,使用一种避免相位解缠和额外校正的方法,从大约 3-10 秒持续时间的三回波、双极参考扫描中计算相位偏移,该方法避免了相位解缠的需要,以及从一个读出方向反转的 EPI 容积中导出的额外校正。该反向编码第一图像和低分辨率参考扫描 (REFILL) 方法被证明可以准确测量 B,因为它会由于匀场、运动和呼吸而发生变化,即使在 7T 时磁场发生了很大的动态变化,它也能使时间序列信号噪声比相对于使用经典静态方法校正的数据增加了>20%。使用 REFILL 校正数据的 fMRI 结果没有出现使用静态场映射校正数据时出现的与刺激相关的失真伪影。该方法对参考扫描和 fMRI 时间序列之间的匀场变化和涡流差异不敏感,并且采用的计算步骤简单而稳健,允许大多数数据处理在扫描仪图像重建计算机上实时进行。这些改进使得在 fMRI 中常规进行动态失真校正成为可能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d73/10502646/6981d1b246a9/HBM-44-5095-g005.jpg

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