Automated detection of cross-frequency coupling in the electrocorticogram for clinical inspection.

Automated detection of cross-frequency coupling in the electrocorticogram for clinical inspection.
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DOI:
10.1109/embc.2013.6610242
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发表时间:
2013
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
通讯作者:
Asano E
Asano E
中科院分区:
其他
文献类型:
--
作者:
Miyakoshi M;Delorme A;Mullen T;Kojima K;Makeig S;Asano E

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我们开发了一个工具箱,用于检测高频振荡和评估最佳参数的皮层电图(ECoG)数据中的交叉频率相位振幅耦合。在这里,我们使用模拟和现实的ECoG数据演示工具箱的使用。结果证实了其对临床研究或实践的潜在有用性。这些工具已作为EEGLAB的相位振幅耦合(PACT)插件发布,EEGLAB是一种用于电生理数据分析的开放软件环境(sccn.ucsd.edu/eeglab)。
We developed a toolbox for detecting high-frequency oscillations and evaluating cross-frequency phase-amplitude coupling in electrocorticographic (ECoG) data with optimal parameters. Here we demonstrate use of the toolbox using simulated and realistic ECoG data. The results confirmed its potential usefulness for clinical research or practice. The tools have been released as a Phase-Amplitude Coupling Toolbox (PACT) plug-in for EEGLAB, an open software environment for electrophysiological data analysis (sccn.ucsd.edu/eeglab).