Generative AI with WGAN-GP for boosting seizure detection accuracy

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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Bibliographic Details
Main Authors: Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-10-01
Series:Frontiers in Artificial Intelligence
Subjects:
epileptic seizure
EEG
data augmentation
WGAN-GP
LSTM
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2024.1437315/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2024.1437315/full

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