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Multi-scale ResNet and BiGRU automatic sleep staging based on attention mechanism
Sleep staging is the basis of sleep evaluation and a key step in the diagnosis of sleep-related diseases. Despite being useful, the existing sleep staging methods have several disadvantages, such as relying on artificial feature extraction, failing to recognize temporal sequence patterns in the long...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202858/ https://www.ncbi.nlm.nih.gov/pubmed/35709101 http://dx.doi.org/10.1371/journal.pone.0269500 |