TABLE 3. Seizure Prediction Performance Achieved by the Proposed Method and Comparative Method for All 16 Patients.
| Patients | Ozcan et al. 2019 [15] | Multi-scale network with dilated convolutions | ||||||
|---|---|---|---|---|---|---|---|---|
| Sens (%) |
(%) |
FPR/h | p-value | Sens (%) |
(%) |
FPR/h | p-value | |
| Pat1 | 100.0±06.7 | 10.7±1.2 | 0.105±0.024 | < 0.001 | 100.0±00.0 | 7.9±2.6 | 0.000±0.000 | < 0.001 |
| Pat2 | 100.0±12.4 | 11.7±3.3 | 0.232±0.074 | 0.001 | 100.0±00.0 | 0.3±0.2 | 0.007±0.001 | < 0.001 |
| Pat3 | 83.3±06.2 | 19.9±2.2 | 0.395±0.053 | 0.001 | 100.0±00.0 | 6.2±3.2 | 0.000±0.000 | < 0.001 |
| Pat5 | 100.0±07.5 | 8.3±1.1 | 0.101+0.030 | < 0.001 | 100.0±00.0 | 6.5±1.7 | 0.000±0.000 | < 0.001 |
| Pat7 | 100.0±12.4 | 19.0±3.9 | 0.372±0.081 | 0.006 | 100.0±00.0 | 0.3±0.5 | 0.000±0.000 | < 0.001 |
| Pat9 | 75.0±00.0 | 9.7±1.3 | 0.180±0.030 | 0.003 | 75.0±10.8 | 0.9±1.0 | 0.020±0.001 | < 0.001 |
| Pat10 | 28.6±10.9 | 3.5±7.1 | 0.081±0.177 | 0.022 | 85.7±05.0 | 4.5±2.8 | 0.000±0.000 | < 0.001 |
| Pat13 | 60.0±07.5 | 9.1±5.0 | 0.224+0.143 | 0.006 | 83.3±06.2 | 6.6±4.6 | 0.000±0.000 | < 0.001 |
| Pat14 | 66.7±12.4 | 14.9±3.5 | 0.366±0.067 | 0.005 | 87.5±04.1 | 6.4±0.6 | 0.083±0.010 | < 0.001 |
| Pat16 | 80.0±00.0 | 7.6±2.9 | 0.000±0.096 | < 0.001 | 87.5±04.1 | 19.6±8.1 | 0.000±0.000 | 0.001 |
| Pat17 | 66.7±12.4 | 2.7±3.7 | 0.062±0.059 | 0.002 | 100.0±11.3 | 4.1±3.1 | 0.000±0.000 | 0.005 |
| Pat18 | 40.0±07.5 | 9.3±5.3 | 0.167±0.118 | 0.067 | 75.0±11.9 | 3.5±2.7 | 0.000±0.000 | 0.006 |
| Pat19 | 100.0±00.0 | 12.0±2.4 | 0.222±0.051 | 0.002 | 100.0±00.0 | 2.2±1.4 | 0.000±0.000 | < 0.001 |
| Pat20 | 100.0±08.3 | 11.7±1.7 | 0.098±0.037 | < 0.001 | 100.0±00.0 | 13.5±2.4 | 0.000±0.000 | < 0.001 |
| Pat21 | 100.0±00.0 | 11.5±1.2 | 0.212±0.026 | < 0.001 | 100.0±00.0 | 4.3±1.0 | 0.000±0.000 | < 0.001 |
| Pat23 | 100.0±00.0 | 9.6±0.8 | 0.058±0.022 | < 0.001 | 100.0±00.0 | 14.5±2.1 | 0.000±0.000 | < 0.001 |
| Ave | 79.2±6.5 | 10.7±2.9 | 0.202±0.068 | n.a. | 93.3±03.3 | 6.3±2.3 | 0.007±0.001 | n.a. |

