Research Article
Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy
Table 8
Test Performance (%) of the cross-patient seizure detection system on patient #6.
| ā | SZ #1 | SZ #2 | SZ #3 | SZ #4 | SZ #5 | SZ #6 | SZ #7 | SZ #8 |
| Accuracy | 88.53 | 99.26 | 97.75 | 99.63 | 95.94 | 98.82 | 92.07 | 96.37 | Specificity | 97.65 | 98.82 | 100 | 100 | 100 | 100 | 100 | 94.71 | Sensitivity | 83.22 | 100 | 95.04 | 99.01 | 89.11 | 97.63 | 81.82 | 100 | Gmean | 90.14 | 99.41 | 97.49 | 99.50 | 94.40 | 98.81 | 90.45 | 97.32 |
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