Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review

Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review

Epilepsy is the only neurological condition for which electroencephalography (EEG) is the primary diagnostic and important prognostic clinical tool. However, the manual inspection of EEG signals is a time-consuming procedure for neurologists. Thus, intense research has been made on creating machine...

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Bibliographic Details
Main Authors: Andreas Miltiadous, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Konstantinos Kalafatakis, Alexandros T. Tzallas
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Database
detection
EEG
epilepsy
machine learning
signal transformation
Online Access:https://ieeexplore.ieee.org/document/9999444/

Internet

https://ieeexplore.ieee.org/document/9999444/

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