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Concurrent EEG and Functional MRI Recording and Integration Analysis for Dynamic Cortical Activity Imaging
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CiftiStorm管道:促进可重复的EEG/MEG源连接学.

Ariosky Areces-Gonzalez1,2, Deirel Paz-Linares1,3, Usama Riaz1

  • 1The Clinical Hospital of Chengdu Brain Sciences Institute, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China.

Frontiers in neuroscience
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概括

CiftiStorm是一个新的电生理学源成像管道,它增强了前向和反向解决方案,以更好地绘制大脑活动的地图. 它产生与主要神经成像数据集兼容的标准化输出,改善各种分辨率的数据分析.

关键词:
进行头脑风暴.在Ciftify中使用Ciftify.希格斯 (Higgs) 的意思是说.这就是SSSBL的意思.瓦雷塔·瓦雷塔 (VARETA VARETA) 是一个期货模型是指前期模型.人类连接ome项目巨大的连接ome连接ome

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科学领域:

  • 神经成像是一种神经成像.
  • 计算神经科学是一种神经科学.

背景情况:

  • 电生理源成像 (ESI) 对于定位大脑活动至关重要.
  • 现有的ESI管道面临着前向和反向解决方案准确性的挑战.
  • 需要在不同的数据分辨率和采集协议中进行标准化.

研究的目的:

  • 为了引入CiftiStorm,一个先进的ESI管道.
  • 提高ESI中前进和反向解决方案的准确性.
  • 确保与人类连接体项目 (HCP) 和大连接体标准的兼容性.

主要方法:

  • 结合了前进和反向解决方案的新方法.
  • 包括数值质量控制和前建模的几何校正.
  • 采用贝叶斯估计与反向建模的多个先验.

主要成果:

  • CiftiStorm生成符合HCP和megconnectome的输出.
  • 管道可以容纳不同的空间分辨率和数据密度 (EEG/MEG,有或没有sMRI).
  • 在高分辨率的T1w/FSA平均32k空间中,ESI得到了便利.

结论:

  • CiftiStorm提供了一个改进的ESI管道,并提高了准确性.
  • 管道表现出灵活性,具有多样化的输入数据.
  • 使用历史数据的验证证实了其强大的性能.