Advancements in epilepsy classification: Current trends and future directions

This paper presents a comprehensive survey on categorizing focal and non-focal epilepsy using Electroencephalogram (EEG) signals. It emphasizes how recent advances in machine learning and deep learning methodologies assists in overcoming the existing challenges in classification. The paper synthesiz...

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Bibliografiske detaljer
Main Authors: Rajani Rai B, Karunakara Rai B, Mamatha A S, Kavitha Sooda
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2025-06-01
Serier:MethodsX
Fag:
Artifacts
Classifiers
EEG
Feature extraction
Focal
Non-focal
Online adgang:http://www.sciencedirect.com/science/article/pii/S2215016125001037
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