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...
| Main Authors: | , , , |
|---|---|
| Formato: | Artigo |
| Idioma: | English |
| Publicado em: |
Frontiers Media S.A.
2024-10-01
|
| Colecção: | Frontiers in Artificial Intelligence |
| Assuntos: | |
| Acesso em linha: | https://www.frontiersin.org/articles/10.3389/frai.2024.1437315/full |