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EEG microstate analysis in anesthesia

This repository contains relevant codes and implementation of EEG microstate research in propofol-induced anesthesia. The details of method are included in our paper.

Data availability

The EEG recordings were freely open-access in University of Cambridge Data Repository, comprising of pretreated spontaneous EEG and behavioral data from 20 healthy participants (9 male, 11 female; mean age = 30.85; S.D. = 10.98) during propofol-induced transition of anesthesia with ethical approval provided by the Cambridgeshire 2 Regional Ethics Committee. All clinical investigations were conducted in line with the Declaration of Helsinki.

Requirement (advanced installation)

The toolbox should be loaded before the usage of the codes.

Citation

If you find the code useful, please consider to cite our paper:

  • [Shi2020] Shi, W., Li, Y., Liu, Z., Li, J., Wang, Q., Yan, X., Wang, G. (2020). Non-Canonical Microstate Becomes Salient in High Density EEG During Propofol-Induced Altered States of Consciousness. Int. J. Neural Syst., 30(2), 2050005-1.
  • [Li2020] Li, Y., Shi, W., Liu, Z., Li, J., Wang, Q., Yan, X., Cao, Z., Wang, G. (2020). Effective brain state estimation during propofol-induced sedation using advanced EEG microstate spectral analysis. IEEE Journal of Biomedical and Health Informatics.

Contact

We welcome any suggestion to help improve the codes and methodology. Please feel free to contact me if you have any question. E-mail: allard.w.shi at gmail.com

eegmicrostate_anesthesia's People

Contributors

allard-shi avatar soupeeli avatar

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