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使用FID导航器对功能磁共振成像进行动态失真校正。

Dynamic distortion correction for functional MRI using FID navigators.

作者信息

Wallace Tess E, Polimeni Jonathan R, Stockmann Jason P, Hoge W Scott, Kober Tobias, Warfield Simon K, Afacan Onur

机构信息

Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, Massachusetts, USA.

Department of Radiology, Harvard Medical School, Boston, Massachusetts, USA.

出版信息

Magn Reson Med. 2021 Mar;85(3):1294-1307. doi: 10.1002/mrm.28505. Epub 2020 Sep 24.

Abstract

PURPOSE

To develop a method for slice-wise dynamic distortion correction for EPI using rapid spatiotemporal B field measurements from FID navigators (FIDnavs) and to evaluate the efficacy of this new approach relative to an established data-driven technique.

METHODS

A low-resolution reference image was used to create a forward model of FIDnav signal changes to enable estimation of spatiotemporal B inhomogeneity variations up to second order from measured FIDnavs. Five volunteers were scanned at 3 T using a 64-channel coil with FID-navigated EPI. The accuracy of voxel shift measurements and geometric distortion correction was assessed for experimentally induced magnetic field perturbations. The temporal SNR was evaluated in EPI time-series acquired at rest and with a continuous nose-touching action, before and after image realignment.

RESULTS

Field inhomogeneity coefficients and voxel shift maps measured using FIDnavs were in excellent agreement with multi-echo EPI measurements. The FID-navigated distortion correction accurately corrected image geometry in the presence of induced magnetic field perturbations, outperforming the data-driven approach in regions with large field offsets. In functional MRI scans with nose touching, FIDnav-based correction yielded temporal SNR gains of 30% in gray matter. Following image realignment, which accounted for global image shifts, temporal SNR gains of 3% were achieved.

CONCLUSIONS

Our proposed application of FIDnavs enables slice-wise dynamic distortion correction with high temporal efficiency. We achieved improved signal stability by leveraging the encoding information from multichannel coils. This approach can be easily adapted to other EPI-based sequences to improve temporal SNR for a variety of clinical and research applications.

摘要

目的

利用来自FID导航器(FIDnavs)的快速时空B场测量结果,开发一种用于EPI的逐片动态失真校正方法,并评估这种新方法相对于既定的数据驱动技术的有效性。

方法

使用低分辨率参考图像创建FIDnav信号变化的正向模型,以便从测量的FIDnavs中估计高达二阶的时空B不均匀性变化。5名志愿者在3T场强下使用64通道线圈进行FID导航的EPI扫描。针对实验性诱导的磁场扰动,评估体素位移测量和几何失真校正的准确性。在图像重新对齐之前和之后,对静息状态下以及连续进行鼻尖触摸动作时采集的EPI时间序列中的时间信噪比进行评估。

结果

使用FIDnavs测量的场不均匀系数和体素位移图与多回波EPI测量结果高度一致。在存在诱导磁场扰动的情况下,FID导航的失真校正能够准确校正图像几何形状,在具有大场偏移的区域中优于数据驱动方法。在进行鼻尖触摸的功能MRI扫描中,基于FIDnav的校正使灰质中的时间信噪比提高了30%。在考虑了全局图像偏移的图像重新对齐之后,时间信噪比提高了3%。

结论

我们提出的FIDnavs应用能够以高时间效率进行逐片动态失真校正。我们通过利用多通道线圈的编码信息实现了更好的信号稳定性。这种方法可以很容易地应用于其他基于EPI的序列,以提高各种临床和研究应用中的时间信噪比。

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