Skip to main content

Advertisement

Table 7 Classification results based on 2D and 3DCNN model using multi-electrode

From: Automatic seizure detection using three-dimensional CNN based on multi-channel EEG

  Prediction Accuracy Specificity Sensitivity
Inter-ictal Pre-ictal ictal
3D CNN Inter-ictal 861 81 58 90.73% 93.05% 86.10%
Pre-ictal 77 894 29 92.57% 94.15% 89.40%
Ictal 62 36 902 93.83% 94.15% 90.20%
2D CNN Inter-ictal 822 119 59 88.13% 91.10% 82.20%
Pre-ictal 107 838 55 89.20% 91.90% 83.80%
Ictal 71 43 886 92.40% 94.30% 88.60%