Epileptic Seizure Detection Using Machine Learning: Taxonomy, Opportunities, and Challenges

Epileptic Seizure Detection Using Machine Learning: Taxonomy, Opportunities, and Challenges

Epilepsy is a life-threatening neurological brain disorder that gives rise to recurrent unprovoked seizures. It occurs due to abnormal chemical changes in our brains. For many years, studies have been conducted to support the automatic diagnosis of epileptic seizures for clinicians’ ease. For that,...

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Bibliographic Details
Main Authors: Muhammad Shoaib Farooq, Aimen Zulfiqar, Shamyla Riaz
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Diagnostics
Subjects:
epileptic seizures
epilepsy diagnosis
machine learning electroencephalogram (EEG)
feature extraction
classification
Online Access:https://www.mdpi.com/2075-4418/13/6/1058

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https://www.mdpi.com/2075-4418/13/6/1058

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