Epileptic Seizure Classification Using Battle Royale Search and Rescue Optimization-Based Deep LSTM
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3203454
Abstract: Epilepsy is a severe threat to society due to the treatment time, cost, and unpredictable nature of the disease, thereby imposing an urgent need for intelligent analysis. Electroencephalogram (EEG) is a commonly deployed test for… read more here.
Keywords: search rescue; battle royale; royale search; rescue optimization ... See more keywords
Proposal for an updated seizure classification framework in clinical trials
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DOI: 10.1111/epi.17120
Abstract: The International League Against Epilepsy (ILAE) seizure classification scheme has been periodically updated to improve its reliability and applicability to clinicians and researchers alike. Here, members of the Epilepsy Study Consortium propose a pragmatic seizure… read more here.
Keywords: clinical trials; classification; proposal updated; scheme ... See more keywords
The need for a pragmatic seizure classification in clinical trials
Sign Up to like & getrecommendations! Published in 2022 at "Epilepsia"
DOI: 10.1111/epi.17218
Abstract: To the Editors: We read with interest the report by Steriade et al.1 of a pragmatic seizure classification based on the International League Against Epilepsy (ILAE) scheme for use in clinical trials. The authors sought… read more here.
Keywords: seizure; clinical trials; classification; pragmatic seizure ... See more keywords
EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization
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DOI: 10.3389/fnins.2020.00593
Abstract: We present a multi-objective optimization method for electroencephalographic (EEG) channel selection based on the non-dominated sorting genetic algorithm (NSGA) for epileptic-seizure classification. We tested the method on EEG data of 24 patients from the CHB-MIT… read more here.
Keywords: eeg channel; epileptic seizure; classification; seizure classification ... See more keywords
Automatic Seizure Classification Based on Domain-Invariant Deep Representation of EEG
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2021.760987
Abstract: Accurate identification of the type of seizure is very important for the treatment plan and drug prescription of epileptic patients. Artificial intelligence has shown considerable potential in the fields of automated EEG analysis and seizure… read more here.
Keywords: domain invariant; seizure classification; seizure; representation ... See more keywords