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首页> 外文期刊>Data in Brief >Estimated hemodynamic response function parameters obtained from resting state BOLD fMRI signals in subjects with autism spectrum disorder and matched healthy subjects
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Estimated hemodynamic response function parameters obtained from resting state BOLD fMRI signals in subjects with autism spectrum disorder and matched healthy subjects

机译:根据自闭症BOLD fMRI信号在自闭症谱系障碍受试者和匹配的健康受试者中获得的估计的血液动力学反应功能参数

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摘要

In Functional magnetic resonance imaging (fMRI), the blood oxygen level dependent (BOLD) signal is modeled as a convolution of the hemodynamic response function (HRF) and the unmeasured latent neural signal. Although most cortical and subcortical brain regions share the canonical shape of the HRF, the temporal structure of HRFs are variable across brain regions and subjects. This variability is induced by both neural and non-neural factors. The variability between subjects can be examined by three parameters that characterize the HRF: response height (RH), time-to-peak (TTP) and full-width at half-max (FWHM). This data provides three HRF parameters at every voxel, obtained from Autism Spectrum Disorder (ASD) patients ( N ?=?531), and matched healthy controls ( N ?=?571). Since ongoing studies suggest that non-standard populations have important differences in their HRFs when compared with healthy control, this data set is valuable in studying variability of HRF in ASD group and inferring the underlying pathology that also affects the HRF. It also has implications for fMRI analyses like resting-sate connectivity analysis.
机译:在功能磁共振成像(fMRI)中,依赖于血氧水平(BOLD)的信号被建模为血液动力学响应函数(HRF)和未测量的潜伏神经信号的卷积。尽管大多数皮质和皮质下大脑区域共享HRF的规范形状,但HRF的时间结构在大脑区域和受试者之间是可变的。这种可变性是由神经因素和非神经因素共同引起的。受试者之间的变异性可以通过表征HRF的三个参数进行检查:响应高度(RH),峰峰值时间(TTP)和半峰全宽(FWHM)。该数据提供了每个像素的三个HRF参数,分别来自自闭症谱系障碍(ASD)患者(N = 531)和匹配的健康对照(N = 571)。由于正在进行的研究表明,与健康对照组相比,非标准人群的HRF有重要差异,因此该数据集对于研究ASD组HRF的变异性以及推断也影响HRF的潜在病理学非常有价值。它还对诸如静息状态连通性分析之类的功能磁共振成像分析具有影响。

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