Artificial intelligence in electroencephalography analysis for epilepsy diagnosis and management

Artificial intelligence in electroencephalography analysis for epilepsy diagnosis and management

IntroductionEpilepsy is a prevalent chronic neurological disorder primarily diagnosed using electroencephalography (EEG). Traditional EEG interpretation relies on manual analysis, which suffers from high misdiagnosis rates and inefficiency.MethodsThis review systematically evaluates the integration...

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Bibliographic Details
Main Authors: Chenxi Wang, Xinyue Yuan, Wei Jing
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Neurology
Subjects:
epilepsy
electroencephalography
artificial intelligence
deep learning
machine learning
multimodal data fusion
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2025.1615120/full
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