TABLE 8.
Segment information including temporal properties, number, and total recorded segments of the datasets and its sampling frequency.
| Dataset | Recording length per segment | Number of events/segments | Total recorded segments | Sampling frequency (Hz) |
|---|---|---|---|---|
| University of Bonn | 23.6 s | 500 segments | 500 | 173.86 |
| CHB‐MIT Scalp EEG | Typically, 1 h | 198 events | 664 | 256 |
| Melbourne‐NeuroVista seizure trial (NeuroVista Ictal) | Average of 107 s | 2979 segments | 2979 | 400 |
| Kaggle UPenn and Mayo Clinic's Seizure Detection Challenge | 1 s | 48 events | 25 922 | 400–5000 |
| Kaggle American Epilepsy Society Seizure Prediction Challenge | 10 min | 111 events | 4067 | 400–5000 |
| Neurology and Sleep Centre Hauz Khas | 5.12 s | 100 segments | 150 | 200 |
| Kaggle Melbourne‐University AES‐MathWorks‐NIH Seizure Prediction Challenge Data | 10 min | 633 segments | 5047 | 400 |
| TUH EEG Seizure Corpus (TUSZ) | 1 h | 3050 events | 5610 | Minimum of 250 |
| Helsinki University Hospital EEG | Median of 74 m | 460 events | 79 | 256 |
| Siena Scalp EEG | varied | 47 events | 41 | 512 |
Abbreviation: Hz—Hertz.