CEITEC - Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
First Department of Neurology, Faculty of Medicine of the Masaryk University, Brno, Czech Republic.
Hum Brain Mapp. 2022 Feb 15;43(3):955-973. doi: 10.1002/hbm.25698. Epub 2021 Oct 30.
We wanted to verify the effect of combining multi-echo (ME) functional magnetic resonance imaging (fMRI) with slice acceleration in simultaneous multi-slice acquisition. The aim was to shed light on the benefits of multiple echoes for various acquisition settings, especially for levels of slice acceleration and flip angle. Whole-brain ME fMRI data were obtained from 26 healthy volunteers (using three echoes; seven runs with slice acceleration 1, 4, 6, and 8; and two different flip angles for each of the first three acceleration factors) and processed as single-echo (SE) data and ME data based on optimal combinations weighted by the contrast-to-noise ratio. Global metrics (temporal signal-to-noise ratio, signal-to-noise separation, number of active voxels, etc.) and local characteristics in regions of interest were used to evaluate SE and ME data. ME results outperformed SE results in all runs; the differences became more apparent for higher acceleration, where a significant decrease in data quality is observed. ME fMRI can improve the observed data quality metrics over SE fMRI for a wide range of accelerated fMRI acquisitions.
我们想验证多回波(ME)功能磁共振成像(fMRI)与切片加速在同时多层采集中的组合效果。目的是阐明多回波对于各种采集设置的益处,特别是对于切片加速和翻转角的水平。全脑 ME fMRI 数据是从 26 名健康志愿者中获得的(使用三个回波;七个具有 1、4、6 和 8 个切片加速的运行;以及前三个加速因素中的每一个的两个不同翻转角),并作为单回波(SE)数据和基于对比度噪声比加权的最佳组合的 ME 数据进行处理。全局指标(时间信号噪声比、信号噪声分离、活跃体素数量等)和感兴趣区域的局部特征用于评估 SE 和 ME 数据。ME 结果在所有运行中均优于 SE 结果;在更高的加速中,差异变得更加明显,观察到数据质量显著下降。ME fMRI 可以提高观察到的数据质量指标,超过 SE fMRI 广泛的加速 fMRI 采集。