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功能磁共振成像伪影剔除和睡眠评分工具箱。

fMRI artefact rejection and sleep scoring toolbox.

机构信息

Cyclotron Research Centre, University of Liège, Belgium.

出版信息

Comput Intell Neurosci. 2011;2011:598206. doi: 10.1155/2011/598206. Epub 2011 Mar 13.

Abstract

We started writing the "fMRI artefact rejection and sleep scoring toolbox", or "FAST", to process our sleep EEG-fMRI data, that is, the simultaneous recording of electroencephalographic and functional magnetic resonance imaging data acquired while a subject is asleep. FAST tackles three crucial issues typical of this kind of data: (1) data manipulation (viewing, comparing, chunking, etc.) of long continuous M/EEG recordings, (2) rejection of the fMRI-induced artefact in the EEG signal, and (3) manual sleep-scoring of the M/EEG recording. Currently, the toolbox can efficiently deal with these issues via a GUI, SPM8 batching system or hand-written script. The tools developed are, of course, also useful for other EEG applications, for example, involving simultaneous EEG-fMRI acquisition, continuous EEG eye-balling, and manipulation. Even though the toolbox was originally devised for EEG data, it will also gracefully handle MEG data without any problem. "FAST" is developed in Matlab as an add-on toolbox for SPM8 and, therefore, internally uses its SPM8-meeg data format. "FAST" is available for free, under the

摘要

我们开始编写“功能磁共振成像伪影拒绝和睡眠评分工具箱”,简称“FAST”,以处理我们的睡眠 EEG-fMRI 数据,即同时记录受试者在睡眠时的脑电图和功能磁共振成像数据。FAST 解决了这种数据的三个关键问题:(1)对长时间连续 M/EEG 记录进行数据操作(查看、比较、分块等),(2)拒绝 EEG 信号中的 fMRI 诱发的伪影,以及(3)手动对 M/EEG 记录进行睡眠评分。目前,该工具箱可以通过 GUI、SPM8 批处理系统或手写脚本有效地处理这些问题。开发的工具当然也可用于其他 EEG 应用,例如涉及同时 EEG-fMRI 采集、连续 EEG 眼动和操作。尽管该工具箱最初是为 EEG 数据设计的,但它也可以毫不费力地处理 MEG 数据。“FAST”是在 Matlab 中作为 SPM8 的附加工具箱开发的,因此内部使用其 SPM8-meeg 数据格式。“FAST”是免费提供的,根据

请注意,以上翻译结果仅供参考,具体内容请以实际文本为准。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c9a/3063413/31bad09d6172/CIN2011-598206.001.jpg

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