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Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases.
Sleep Med. 2019 May;57:6-14. doi: 10.1016/j.sleep.2019.01.025. Epub 2019 Jan 30.
Sleep Med. 2019.
PMID: 30878899
Addressing database variability in learning from medical data: An ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring.
Alvarez-Estevez D, Fernández-Varela I.
Alvarez-Estevez D, et al. Among authors: fernandez varela i.
Comput Biol Med. 2020 Apr;119:103697. doi: 10.1016/j.compbiomed.2020.103697. Epub 2020 Mar 7.
Comput Biol Med. 2020.
PMID: 32339128
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A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings.
Fernández-Varela I, Alvarez-Estevez D, Hernández-Pereira E, Moret-Bonillo V.
Fernández-Varela I, et al.
Comput Biol Med. 2017 Aug 1;87:77-86. doi: 10.1016/j.compbiomed.2017.05.011. Epub 2017 May 13.
Comput Biol Med. 2017.
PMID: 28554078
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