Automatic detection of EEG arousals in EDF files
Algorithm for the automatic detection of EEG arousals in EDF files. Most of it is based on the work:
I. Fernández-Varela, D. Alvarez-Estevez, E. Hernández-Pereira, V. Moret-Bonillo, A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings. Computers in Biology and Medicine, vol. 87, pp. 77-86, 2017
Some updates have been realized since its publication, towards a method that generalizes better. This way you can use with your own EDF files.
More info
The final article is published here. An accepted pre-print version can be found here
How to use it
Follow the example available in the Example folder.
Citing
This work can be cited using:
@article{Fernandez-Varela2017,
author = {Fern{\'{a}}ndez-Varela, Isaac and Alvarez-Estevez, Diego and Hern{\'{a}}ndez-Pereira, Elena and Moret-Bonillo, Vicente},
doi = {10.1016/J.COMPBIOMED.2017.05.011},
issn = {0010-4825},
journal = {Computers in Biology and Medicine},
month = {aug},
pages = {77--86},
publisher = {Pergamon},
title = {{A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings}},
url = {https://www.sciencedirect.com/science/article/pii/S0010482517301336},
volume = {87},
year = {2017}
}