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Neuroimaging of emotional activation: Issues on Experimental Methodology, Analysis and Statistics

机译:情绪激活的神经影像学:关于实验方法论,分析和统计学的问题

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摘要

Objective: Emphasize on significant issues in neuroimaging methods, for a SAM group analysis, when studying the neuronal dynamics of the emotional activation induced by emotional visual stimuli. Efficient tackling of such issues can grant access to the localization ability in order to exploit the temporal resolution, with accuracy of a few milliseconds, for measuring the neuronal dynamics of emotional processing. Methods: Magnetoenchephalography (MEG) was used to record brain activation during a mixed-picture paradigm. Neuronal sources of the MEG data were accessed using Synthetic Aperture Magnetometry (SAM), which provided continuous 3D images of cortical power changes. SAM images were spatially coregistered to anatomical scans. Both anatomical and functional images were spatially normalized into the Montreal Neurological Institute (MNI) template space. Non-parametric permutation methods unveiled the most significant regions among participants. Use of virtual channels revealed the neuronal dynamics for the main effects of the emotional stimulus. Conclusion: A step by step high precision procedure for the coregistration and normalization required for SAM group analysis was presented and the basis of safety and cooperation with the participants on which the study was built was emphasized. Accurate localization of neuronal sources during emotional activation, induced by emotional visual stimuli can be accessed to exploit the temporal resolution, with accuracy of a few milliseconds, for measuring the neuronal dynamics of emotional processing.
机译:目的:在研究由视觉视觉刺激引起的情绪激活的神经元动力学时,重点放在神经成像方法的重要问题上,以进行SAM组分析。有效解决此类问题可以授予定位能力,以便利用毫秒级的精度来开发时间分辨率,以测量情感处理的神经元动态。方法:用磁心电图(MEG)记录混合图像范例中的大脑激活情况。使用合成孔径磁力计(SAM)访问了MEG数据的神经源,该方法提供了连续的3D皮质功率变化图像。 SAM图像在空间上与解剖扫描共同配准。解剖图像和功能图像均在空间上归一化为蒙特利尔神经病学研究所(MNI)模板空间。非参数排列方法揭示了参与者中最重要的区域。虚拟通道的使用揭示了情绪刺激主要作用的神经元动力学。结论:提出了用于SAM组分析所需的归一化和归一化的分步高精度程序,并强调了与该研究建立的参与者的安全与合作基础。可以访问由情绪视觉刺激引起的情绪激活过程中神经源的准确定位,以利用时间分辨率(几毫秒的精度)来测量情绪处理的神经元动态。

著录项

  • 来源
  • 会议地点 Chalkidiki(GR);Chalkidiki(GR)
  • 作者单位

    Laboratory for Human Brain Dynamics, AAI Scientific Cultural Services Ltd., Nicosia, Cyprus,Laboratory of Medical Informatics, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece,Laboratory for Human Brain Dynamics, Brain Science Institute (BSI), RIKEN, Saitama, Japan;

    Laboratory of Functional Neuroimaging, Center for Mind/Brain Sciences (CIMeC), University of Trento, Mattarello (TN), Italy,Laboratory for Human Brain Dynamics, Brain Science Institute (BSI), RIKEN, Saitama, Japan;

    Laboratory of Medical Informatics, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物工程学(生物技术);
  • 关键词

    MEG; Coregistration; Normalization; SAM;

    机译:MEG;核心地位;正常化; SAM;

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