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Optimization of number of scans for a sparse temporal sampling (STS) functional magnetic resonance imaging (fMRI)

机译:稀疏时间采样(STS)功能磁共振成像(fMRI)的扫描次数的优化

摘要

High sensitivity signal detection for a sparse temporal sampling (STS) functional magnetic resonance imaging (fMRI) is compensated by the increase in the number of scans (Ns) and consequently the scan time. A long scan time would result in fatigue and restlessness in participants, while a short scan time is undesirable for an STS-fMRI due to insufficient Ns for averaging. The purpose of this study was to determine the Ns practically sufficient for a sparse fMRI study. Eighteen participants were presented with white noise during a sparse fMRI scan. The height extent of activation was determined via t statistics and region of interest (ROI) based percentage of signal change (PSC). The t statistics and PSC for Heschl’s gyrus (HG) and superior temporal gyrus (STG) during which the participants listened to the white noise were calculated for different number of scans which were 6, 12, 18, 24, 30 and 36. The t statistics and PSC values calculated for the bilateral HG and STG qualitatively indicated a minimal change over Ns = 12 to 36. Both ROIs showed a consistent common right lateralization of activation for all Ns, indicating the right-hemispheric dominance of auditory cortex in processing white noise stimulus. It was proposed that for a sparse fMRI study, Ns may practically fall between 12 and 36.
机译:稀疏时间采样(STS)功能磁共振成像(fMRI)的高灵敏度信号检测通过扫描次数(Ns)的增加以及扫描时间的增加而得到补偿。较长的扫描时间会导致参与者疲劳和不安,而对于STS-fMRI,较短的扫描时间是不理想的,因为Ns不足以求平均值。这项研究的目的是确定对于稀疏的fMRI研究实际上足够的Ns。在稀疏的fMRI扫描过程中,有18位参与者出现了白噪声。激活的高度程度是通过t统计量和基于感兴趣区域(ROI)的信号变化百分比(PSC)确定的。针对不同的扫描次数(分别为6、12、18、24、30和36),计算了参与者听到白噪声的赫氏回旋(HG)和颞上回(STG)的t统计量和PSC。为双边HG和STG计算的统计数据和PSC值定性表明Ns = 12至36的变化最小。两个ROI均显示所有Ns的激活均具有共同的右偏侧性,这表明听觉皮层在处理白噪声时在右半球占主导地位刺激。对于稀疏的fMRI研究,有人提出Ns实际上可能在12到36之间。

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