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Automatic sleep staging of single-channel EEG based on domain adversarial neural networks and domain self-attention

The diagnosis and management of sleep problems depend heavily on sleep staging. For autonomous sleep staging, many data-driven deep learning models have been presented by trying to construct a large-labeled auxiliary sleep dataset and test it by electroencephalograms on different subjects. These app...

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Principais autores: Dong-Rui Gao, Jing Li, Man-Qing Wang, Lu-Tao Wang, Yong-Qing Zhang
פורמט: Artigo
שפה:Inglês
יצא לאור: Frontiers Media S.A. 2023-04-01
סדרה:Frontiers in Neuroscience
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גישה מקוונת:https://www.frontiersin.org/articles/10.3389/fnins.2023.1143495/full
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