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sccn / clean_rawdata

Cleaning Raw EEG data
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Citation of Bad Channel Removal Methods #32

Closed vpKumaravel closed 2 years ago

vpKumaravel commented 2 years ago

Hi Arno (and others),

I wonder how to cite properly the bad channel removal methods within the CRD plugin. Are these coming from the PREP toolbox (findnoisychannels.m)?

Thanks, Velu

chkothe commented 2 years ago

Hi Velu, the article that first introduced this pipeline is the following: [1] Mullen, T.R., Kothe, C.A., Chi, Y.M., Ojeda, A., Kerth, T., Makeig, S., Jung, T.P. and Cauwenberghs, G., 2015. Real-time neuroimaging and cognitive monitoring using wearable dry EEG. IEEE Transactions on Biomedical Engineering, 62(11), pp.2553-2567.

The bad channel removal algorithms come from an implementation in the BCILAB toolbox (code): [2] Kothe, C.A. and Makeig, S., 2013. BCILAB: a platform for brain–computer interface development. Journal of neural engineering, 10(5), p.056014.

And the PREP pipeline also uses this algorithm (in combination with a few others). [3] Bigdely-Shamlo, N., Mullen, T., Kothe, C., Su, K.M. and Robbins, K.A., 2015. The PREP pipeline: standardized preprocessing for large-scale EEG analysis. Frontiers in neuroinformatics, 9, p.16.

I think there are also a few newer papers that describe the performance of these algorithms in more detail.