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Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
Correctly identifying sleep stages is important in diagnosing and treating sleep disorders. This paper proposes a joint classification-and-prediction framework based on convolutional neural networks (CNNs) for automatic sleep staging, and, subsequently, introduces a simple yet efficient CNN architec...
| Formato: | Online Artículo Texto |
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| Lenguaje: | English |
| Publicado: |
IEEE
2018
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6487915/ https://www.ncbi.nlm.nih.gov/pubmed/30346277 http://dx.doi.org/10.1109/TBME.2018.2872652 |