Automatic detection of EEG artefacts arising from head movements

@article{Regan2010AutomaticDO,
  title={Automatic detection of EEG artefacts arising from head movements},
  author={Simon O' Regan and Stephen Faul and William P. Marnane},
  journal={2010 Annual International Conference of the IEEE Engineering in Medicine and Biology},
  year={2010},
  pages={6353-6356}
}
The need for reliable detection of artefacts in raw and processed EEG is widely acknowledged. In this paper, we present the results of an investigation into appropriate features for artefact detection in the REACT ambulatory EEG system. The study focuses on EEG artefacts arising from head movement. The use of one generalised movement artefact class to detect movement artefacts is proposed. Temporal, frequency, and entropy-based features are evaluated using Kolmogorov-Smirnov and Wilcoxon rank… CONTINUE READING
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