Seizure Types Classification by Generating Input Images With in-Depth Features From Decomposed EEG Signals for Deep Learning Pipeline
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3159531
Abstract: Electroencephalogram (EEG) based seizure types classification has not been addressed well, compared to seizure detection, which is very important for the diagnosis and prognosis of epileptic patients. The minuscule changes reflected in EEG signals among… read more here.
Keywords: seizure; seizure types; pipeline; types classification ... See more keywords
Operational classification of seizure types by the International League Against Epilepsy: Position Paper of the ILAE Commission for Classification and Terminology
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DOI: 10.1111/epi.13670
Abstract: The International League Against Epilepsy (ILAE) presents a revised operational classification of seizure types. The purpose of such a revision is to recognize that some seizure types can have either a focal or generalized onset,… read more here.
Keywords: classification; seizure types; operational classification; international league ... See more keywords
Prospective control study of efficacy and influencing factors of a ketogenic diet on refractory epilepsy in children
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DOI: 10.21037/tp-21-595
Abstract: Background To investigate the efficacy of the ketogenic diet (KD) and anti-epileptic drugs (AEDs) on children with refractory epilepsy (RE), and to analyze the effects of gender, therapeutic time, age, type of epilepsy syndrome, number… read more here.
Keywords: seizure types; number; efficacy; group ... See more keywords
EEG-Based Classification of Epileptic Seizure Types Using Deep Network Model
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DOI: 10.3390/math11102286
Abstract: Accurately identifying the seizure type is vital in the treatment plan and drug prescription for epileptic patients. The most commonly adopted test for identifying epileptic seizures is electroencephalography (EEG). EEG signals include important information about… read more here.
Keywords: network; seizure; network model; seizure types ... See more keywords