Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy

Figure 6

Results of the cross-patient seizure detection procedure in terms of Specificity (a) and Sensitivity (b), starting from the seizure detection model of patient #9 and fine-tuning it for patient #5. Figure shows the trend of Specificity and Sensitivity during the temporal occurrence of the 5 seizures of patient #5. Blue line: trend on the training set; red line: trend on the validation set; green squares: results on the test set.

(a)

(b)