Publication: ‘High-Density-SleepCleaner’: An open-source, semi-automatic artifact removal routine tailored to high-density sleep EEG
‘High-Density-SleepCleaner’: An open-source, semi-automatic artifact removal routine tailored to high-density sleep EEG
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Leach, S., Sousouri, G., & Huber, R. (2023). ‘High-Density-SleepCleaner’: An open-source, semi-automatic artifact removal routine tailored to high-density sleep EEG. Journal of Neuroscience Methods, 391, 109849. https://doi.org/10.1016/j.jneumeth.2023.109849
Abstract
Abstract
Abstract
Background: With up to 256 channels, high-density electroencephalography (hd-EEG) has become essential to the sleep research field. The vast amount of data resulting from this magnitude of channels in overnight EEG recordings complicates the removal of artifacts.
New Method: We present a new, semi-automatic artifact removal routine specifically designed for sleep hd-EEG recordings. By employing a graphical user interface (GUI), the user assesses epochs in regard to foursleep quality markers (SQMs). Based on their topography and under
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Creators (Authors)
- Leach, Sven
- Sousouri, Georgia
- Huber, Reto
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Citations
Leach, S., Sousouri, G., & Huber, R. (2023). ‘High-Density-SleepCleaner’: An open-source, semi-automatic artifact removal routine tailored to high-density sleep EEG. Journal of Neuroscience Methods, 391, 109849. https://doi.org/10.1016/j.jneumeth.2023.109849
