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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10117677/ https://www.ncbi.nlm.nih.gov/pubmed/37090812 http://dx.doi.org/10.3389/fnins.2023.1143495 |