Bianchi Luigi, Quitadamo Lucia Rita, Marciani Maria Grazia, Maraviglia Bruno, Abbafati Manuel, Garreffa Girolamo
Unità di Neurofisiopatologia, IRCCS Fondazione S. Lucia, 00179 Rome, Italy.
Magn Reson Imaging. 2007 Jul;25(6):1011-4. doi: 10.1016/j.mri.2007.03.001. Epub 2007 Apr 23.
There is a growing interest in combining EEG and (f)MRI data as they provide complementary information: EEG is characterized by a high temporal resolution but poor spatial one, while fMRI is characterized by a high spatial resolution but low temporal one. However, while a standard file format for storing EEG data is available since over a decade, it does not fulfill the needs of modern protocols and devices such as those involved in simultaneous EEG and fMRI recordings. The main reasons are the limited bit resolution, some difficulties encountered in handling and storing acquisition events or trace markers for off-line analyses and the impossibility to add some protocol-specific information that is not considered in the actual data formats. This, among others, hinders the release of free analysis software and makes it difficult to share data across different laboratories as every research unit develops its own tools according to its needs, stores data in proprietary formats and a lot of time is spent building software applications for converting data from one format to another. The NPX (NeuroPhysiological signals in eXtensible Markup Language) data format was defined to overcome these and other limitations, and here its main characteristics are reported as well as how some typical problems occurring in simultaneous EEG-fMRI recordings are also treated. Many tools based on the NPX technology can be freely downloaded, including a tool for removing artifacts occurring during simultaneous EEG-fMRI recordings.
将脑电图(EEG)和功能磁共振成像(fMRI)数据相结合的兴趣与日俱增,因为它们能提供互补信息:EEG的特点是时间分辨率高但空间分辨率低,而fMRI的特点是空间分辨率高但时间分辨率低。然而,虽然用于存储EEG数据的标准文件格式已经存在了十多年,但它无法满足现代协议和设备的需求,比如那些涉及同步EEG和fMRI记录的协议和设备。主要原因包括位分辨率有限、在处理和存储采集事件或用于离线分析的迹线标记时遇到一些困难,以及无法添加实际数据格式中未考虑的一些特定协议信息。这尤其阻碍了免费分析软件的发布,并且由于每个研究单位都根据自身需求开发自己的工具,以专有格式存储数据,还花费大量时间构建用于将数据从一种格式转换为另一种格式的软件应用程序,使得跨不同实验室共享数据变得困难。NPX(可扩展标记语言中的神经生理信号)数据格式的定义就是为了克服这些及其他限制,本文将介绍其主要特点,以及如何处理同步EEG - fMRI记录中出现的一些典型问题。许多基于NPX技术的工具都可以免费下载,包括一个用于去除同步EEG - fMRI记录过程中出现的伪迹的工具。