Comparison of Empirical Mode Decomposition, Wavelets, and Different Machine Learning Approaches for Patient-Specific Seizure Detection Using Signal-Derived Empirical Dictionary Approach

Analysis of long-term multichannel EEG signals for automatic seizure detection is an active area of research that has seen application of methods from different domains of signal processing and machine learning. The majority of approaches developed in this context consist of extraction of hand-craft...

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Detalles Bibliográficos
Autores principales: Kaleem, Muhammad, Guergachi, Aziz, Krishnan, Sridhar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Digital Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8710482/
https://www.ncbi.nlm.nih.gov/pubmed/34966902
http://dx.doi.org/10.3389/fdgth.2021.738996

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8710482/
https://www.ncbi.nlm.nih.gov/pubmed/34966902
http://dx.doi.org/10.3389/fdgth.2021.738996

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