Automatic detection of EEG arousals in EDF files

Algorithm for the automatic detection of EEG arousals using EDF files. Based on the following works:

D. Alvarez-Estevez, I. Fernández-Varela, Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases. Sleep Medicine, vol. 57, pp. 6-14, 2019

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

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}
}
@article{Alvarez-Estevez2019,
author = {Alvarez-Estevez, Diego and Fern{\'{a}}ndez-Varela, Isaac},
doi = {10.1016/j.sleep.2019.01.025},
issn = {1389-9457},
journal = {Sleep Medicine},
month = {may},
pages = {6--14},
publisher = {Elsevier},
title = {{Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases}},
url = {https://www.sciencedirect.com/science/article/pii/S1389945718303198},
volume = {57},
year = {2019}
}