NIRSTORM:一个专门用于功能近红外光谱数据分析,高级3D重建和最佳探测器设计的头脑风暴扩展
Édouard Delaire1,2, Thomas Vincent3, Zhengchen Cai1,2,4
1Concordia University, School of Health, PERFORM Centre, Montréal, Quebec, Canada.
Neurophotonics
|May 16, 2025
概括
NIRSTORM是一个新的,开放访问的Brainstorm插件,用于多式联络神经成像分析. 它将功能近红外光谱学 (fNIRS) 与脑电图 (EEG) 和磁脑电图 (MEG) 结合起来,用于全面的脑功能研究.
科学领域:
- 神经科学是一个神经科学.
- 生物医学工程 生物医学工程
- 信号处理 信号处理
背景情况:
- 多模式神经成像对于理解大脑功能至关重要.
- 功能近红外谱学 (fNIRS) 提供了血液动力学的洞察力,补充了EEG和MEG.
- 现有的工具箱缺乏全面的集成,用于先进的fNIRS分析与其他模式.
研究的目的:
- 推出NIRSTORM,一个用于多式联络神经成像分析的统一平台.
- 提供一个用户友好的环境,支持完整的fNIRS分析管道.
- 为了弥合血液动力学 (fNIRS) 和电生理学 (EEG/MEG) 数据分析之间的差距.
主要方法:
- NIRSTORM 是作为一个基于 MATLAB 的插件开发的,用于 Brainstorm 软件.
- 它增强了BRAINSTORM对EEG和MEG数据的现有能力.
- 该插件支持传统的fNIRS预处理和统计分析.
主要成果:
- NIRSTORM提供先进的功能,比如为光放置提供最佳的组装.
- 它使皮层血液动力学波动的重建使用平均值 (MEM) 上的最大.
- 该插件在脑风暴环境中无地集成fNIRS数据分析.
结论:
- NIRSTORM提供了一个开放的,用户友好的解决方案,用于多式联络神经成像.
- 它扩展了Brainstorm的实用程序,包括先进的fNIRS分析.
- 这种整合通过结合血液动力学和电生理学数据,促进了对大脑功能的更全面的研究.
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