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Fast Imaging Technique for fMRI: Consecutive Multishot Echo Planar Imaging Accelerated with GRAPPA Technique

机译:用于fMRI的快速成像技术:借助GRAPPA技术加速连续多次回波平面成像

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摘要

This study was to evaluate the proposed consecutive multishot echo planar imaging (cmsEPI) combined with a parallel imaging technique in terms of signal-to-noise ratio (SNR) and acceleration for a functional imaging study. We developed cmsEPI sequence using both consecutively acquired multishot EPI segments and variable flip angles to minimize the delay between segments and to maximize the SNR, respectively. We also combined cmsEPI with the generalized autocalibrating partially parallel acquisitions (GRAPPA) method. Temporal SNRs were measured at different acceleration factors and number of segments for functional sensitivity evaluation. We also examined the geometric distortions, which inherently occurred in EPI sequence. The practical acceleration factors, R = 2 or R = 3, of the proposed technique improved the temporal SNR by maximally 18% in phantom test and by averagely 8.2% in in vivo experiment, compared to cmsEPI without parallel imaging. The data collection time was decreased in inverse proportion to the acceleration factor as well. The improved temporal SNR resulted in better statistical power when evaluated on the functional response of the brain. In this study, we demonstrated that the combination of cmsEPI with the parallel imaging technique could provide the improved functional sensitivity for functional imaging study, compensating for the lower SNR by cmsEPI.
机译:这项研究旨在评估建议的连续多次回波平面成像(cmsEPI)与并行成像技术相结合的功能成像研究的信噪比(SNR)和加速度。我们使用连续获取的多次EPI段和可变的翻转角度来开发cmsEPI序列,以分别最小化段之间的延迟并最大化SNR。我们还将cmsEPI与广义自动校准的部分并行采集(GRAPPA)方法结合在一起。在不同的加速因子和段数下测量时间SNR,以评估功能敏感性。我们还检查了EPI序列固有发生的几何变形。与没有并行成像的cmsEPI相比,拟议技术的实际加速因子R = 2或R = 3,在体模测试中将时间SNR提高了18%,在体内实验中将其平均提高了8.2%。数据收集时间也与加速因子成反比地减少。当对大脑的功能反应进行评估时,改进的时间SNR会产生更好的统计能力。在这项研究中,我们证明了cmsEPI与并行成像技术的结合可以为功能成像研究提供改进的功能敏感性,以弥补cmsEPI降低的SNR。

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