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Generative AI with WGAN-GP for boosting seizure detection accuracy

BackgroundImbalanced datasets pose challenges for developing accurate seizure detection systems based on electroencephalogram (EEG) data. Generative AI techniques may help augment minority class data to facilitate automatic epileptic seizure detection.New methodThis study investigates the impact of...

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Bibliografische Detailangaben
Hauptverfasser: Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2024-10-01
Schriftenreihe:Frontiers in Artificial Intelligence
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Online-Zugang:https://www.frontiersin.org/articles/10.3389/frai.2024.1437315/full
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