Automated Detection of Aberrant Episodes in Epileptic Conditions: Leveraging EEG and Machine Learning Algorithms

Automated Detection of Aberrant Episodes in Epileptic Conditions: Leveraging EEG and Machine Learning Algorithms

Epilepsy is a neurologic condition characterized by recurring seizures resulting from aberrant brain activity. It is crucial to promptly and precisely detect epileptic seizures to ensure efficient treatment. The gold standard electroencephalography (EEG) accurately records the brain’s electrical act...

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Bibliographic Details
Main Authors: Uddipan Hazarika, Bidyut Bikash Borah, Soumik Roy, Manob Jyoti Saikia
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Bioengineering
Subjects:
EEG
electroencephalogram
epilepsy
EEG signal processing
Hurst exponent
machine learning
Online Access:https://www.mdpi.com/2306-5354/12/4/355
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