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Evaluation of 2D multiband EPI imaging for high-resolution, whole-brain, task-based fMRI studies at 3T: Sensitivity and slice leakage artifacts

机译:评估2D多波段EpI成像,用于3T的高分辨率,全脑,基于任务的fmRI研究:灵敏度和切片泄漏伪影

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摘要

Functional magnetic resonance imaging (fMRI) studies that require high-resolution whole-brain coverage have long scan times that are primarily driven by the large number of thin slices acquired. Two-dimensional multiband echo-planar imaging (EPI) sequences accelerate the data acquisition along the slice direction and therefore represent an attractive approach to such studies by improving the temporal resolution without sacrificing spatial resolution. In this work, a 2D multiband EPI sequence was optimized for 1.5mm isotropic whole-brain acquisitions at 3T with 10 healthy volunteers imaged while performing simultaneous visual and motor tasks. The performance of the sequence was evaluated in terms of BOLD sensitivity and false-positive activation at multiband (MB) factors of 1, 2, 4, and 6, combined with in-plane GRAPPA acceleration of 2× (GRAPPA 2), and the two reconstruction approaches of Slice-GRAPPA and Split Slice-GRAPPA. Sensitivity results demonstrate significant gains in temporal signal-to-noise ratio (tSNR) and t-score statistics for MB 2, 4, and 6 compared to MB 1. The MB factor for optimal sensitivity varied depending on anatomical location and reconstruction method. When using Slice-GRAPPA reconstruction, evidence of false-positive activation due to signal leakage between simultaneously excited slices was seen in one instance, 35 instances, and 70 instances over the ten volunteers for the respective accelerations of MB 2×GRAPPA 2, MB 4×GRAPPA 2, and MB 6×GRAPPA 2. The use of Split Slice-GRAPPA reconstruction suppressed the prevalence of false positives significantly, to 1 instance, 5 instances, and 5 instances for the same respective acceleration factors. Imaging protocols using an acceleration factor of MB 2×GRAPPA 2 can be confidently used for high-resolution whole-brain imaging to improve BOLD sensitivity with very low probability for false-positive activation due to slice leakage. Imaging protocols using higher acceleration factors (MB 3 or MB
机译:需要高分辨率全脑覆盖的功能磁共振成像(fMRI)研究具有较长的扫描时间,这主要是由所获取的大量薄片驱动的。二维多波段回波平面成像(EPI)序列可加快沿切片方向的数据采集,因此通过在不牺牲空间分辨率的情况下提高时间分辨率来代表此类研究的一种有吸引力的方法。在这项工作中,针对3mm时1.5mm各向同性全脑采集优化了2D多频段EPI序列,对10名健康志愿者进行了成像,同时执行了视觉和运动任务。根据BOLD敏感度和多带(MB)因子为1、2、4和6的假阳性激活,结合2倍的平面GRAPPA加速度(GRAPPA 2)评估序列的性能。 Slice-GRAPPA和Split Slice-GRAPPA的两种重建方法。灵敏度结果表明,与MB 1相比,MB 2、4和6的时间信噪比(tSNR)和t分数统计显着提高。获得最佳灵敏度的MB因素取决于解剖位置和重建方法。当使用Slice-GRAPPA重建时,在10个志愿者中,分别针对MB 2×GRAPPA 2,MB 4的加速度,在10个志愿者中分别观察到由于同时激发的切片之间的信号泄漏而导致的假阳性激活的证据。 ×GRAPPA 2和MB 6×GRAPPA2。使用Split Slice-GRAPPA重构可以将误报的发生率分别抑制为1个实例,5个实例和5个实例(对于相同的相应加速因子)。使用MB 2×GRAPPA 2加速因子的成像协议可以放心地用于高分辨率全脑成像,以提高BOLD灵敏度,而由于切片泄漏而导致假阳性激活的可能性非常低。使用更高加速因子的成像协议(MB 3或MB

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