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Fixation based event‐related fmri analysis: Using eye fixations as events in functional magnetic resonance imaging to reveal cortical processing during the free exploration of visual images

机译:基于固定的事件相关的fmri分析:在功能性磁共振成像中将眼睛固定用作事件以在自由探索视觉图像期间揭示皮质处理

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摘要

Eye movements, comprising predominantly fixations and saccades, are known to reveal information about perception and cognition, and they provide an explicit measure of attention. Nevertheless, fixations have not been considered as events in the analyses of data obtained during functional magnetic resonance imaging (fMRI) experiments. Most likely, this is due to their brevity and statistical properties. Despite these limitations, we used fixations as events to model brain activation in a free viewing experiment with standard fMRI scanning parameters. First, we found that fixations on different objects in different task contexts resulted in distinct cortical patterns of activation. Second, using multivariate pattern analysis, we showed that the BOLD signal revealed meaningful information about the task context of individual fixations and about the object being inspected during these fixations. We conclude that fixation‐based event‐related (FIBER) fMRI analysis creates new pathways for studying human brain function by enabling researchers to explore natural viewing behavior. Hum Brain Mapp, 2012. © 2011 Wiley Periodicals, Inc.
机译:众所周知,眼球运动主要包含注视和眼球运动,它们可以揭示有关知觉和认知的信息,它们提供了一种明确的注意力度量。尽管如此,在功能磁共振成像(fMRI)实验期间获得的数据分析中,注视尚未被视为事件。这很可能是由于它们的简洁性和统计特性。尽管有这些限制,我们仍将固定作为事件来模拟具有标准功能磁共振成像扫描参数的免费观看实验中的大脑激活。首先,我们发现在不同任务上下文中对不同对象的注视会导致不同的皮质激活模式。其次,使用多变量模式分析,我们显示BOLD信号揭示了有关单个固定的任务上下文以及这些固定期间正在检查的对象的有意义的信息。我们得出的结论是,基于固定的事件相关(FIBER)fMRI分析使研究人员能够探索自然的观察行为,从而为研究人脑功能创造了新的途径。嗡嗡声大脑Mapp,2012年。©2011 Wiley Periodicals,Inc.

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