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Automated Characterization of Cyclic Alternating Pattern Using Wavelet-Based Features and Ensemble Learning Techniques with EEG Signals

Sleep is highly essential for maintaining metabolism of the body and mental balance for increased productivity and concentration. Often, sleep is analyzed using macrostructure sleep stages which alone cannot provide information about the functional structure and stability of sleep. The cyclic altern...

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Detalles Bibliográficos
Autores principales: Sharma, Manish, Patel, Virendra, Tiwari, Jainendra, Acharya, U. Rajendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393617/
https://www.ncbi.nlm.nih.gov/pubmed/34441314
http://dx.doi.org/10.3390/diagnostics11081380