Table 3.
Related works and the comparison of the performance for the identical EEG dataset
| Authors | Number of patients | Total of EEG data (h) | detected seizures/tested seizures | Sensitivity (%) | Specificity (%) | False detection rate (/h) |
|---|---|---|---|---|---|---|
| Nasehi and Pourghassem [37] | 23 | 844 | 160/163 | – | 91 | – |
| Khan et al. [38] | 5 | – | 61/65 | – | 100 | – |
| Orosco et al. [39] | 18 | 152.8 | – | 87.5 | 99.9 | 0.9 |
| Samiee et al. [40] | 23 | 163 | – | 70.4 | 99.1 | 0.35 |
| Tsiouris et al. [41] | 23 | 980 | – | 89 | 95 | 8.1 |
| This work | 23 | 958.2 | 137/145 | 95.65 | 95.75 | 0.68 |