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Effective Early Detection of Epileptic Seizures through EEG Signals Using Classification Algorithms Based on t-Distributed Stochastic Neighbor Embedding and K-Means
Epilepsy is a neurological disorder in the activity of brain cells that leads to seizures. An electroencephalogram (EEG) can detect seizures as it contains physiological information of the neural activity of the brain. However, visual examination of EEG by experts is time consuming, and their diagno...
Autores principales: | Alalayah, Khaled M., Senan, Ebrahim Mohammed, Atlam, Hany F., Ahmed, Ibrahim Abdulrab, Shatnawi, Hamzeh Salameh Ahmad |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252693/ https://www.ncbi.nlm.nih.gov/pubmed/37296809 http://dx.doi.org/10.3390/diagnostics13111957 |
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