TABLE 7.
The distribution of preictal, ictal, and interictal class in the datasets.
| Dataset | Balanced class |
|---|---|
| University of Bonn | Yes |
| CHB‐MIT Scalp EEG | No |
| Melbourne‐NeuroVista seizure trial (NeuroVista Ictal) | No |
| Kaggle UPenn and Mayo Clinic's Seizure Detection Challenge | No |
| Kaggle American Epilepsy Society Seizure Prediction Challenge | No |
| Neurology and Sleep Centre Hauz Khas | Yes |
| Kaggle Melbourne‐University AES‐MathWorks‐NIH Seizure Prediction Challenge Data | No |
| TUH EEG Seizure Corpus (TUSZ) | No |
| Helsinki University Hospital EEG | No |
| Siena Scalp EEG | No |