Table 7.

sEEG-based seizure prediction methods in comparison with the proposed method.

Method	EEG data source	Number of used seizures	Sen	FPR/h	Spec	Pred time (min)
Zandi et al. [17]	3 patients from VGH	14	85.71	0.12
Zandi et al. [18]	17 patients from VGH	60	88.34	0.155	—	22.5
	3 patients from CHB-MIT
Chiang et al. [41]	7 patients from CHB-MIT	23	52.2	—	—	—
	1 patient from NTUH
Myers et al. [47]	10 patients from CHB-MIT	31	77	0.17		—
Consul et al. [48]	10 patients from CHB-MIT	51	88.2	—	—	51 s–188 min
Chu et al. [55]	13 patients from CHB-MIT	45	86.67	0.367	—	45.3
86-minute horizon	3 patients from SNUH
Bandarabadi et al. [45]	16 patients from the European Epilepsy Database	97	73.98	0.06		—
Zhu et al. [28]	17 patients from ECXH	18	67.4		0.78
Direito et al. [54]	185 patients from the European Epilepsy Database		38.47	0.2
Proposed method
60-minute horizon	24 patients from CHB-MIT	170	0.81	0.47	0.61	38.35
90-minute horizon			0.87	0.4	0.51	52.7
120-minute horizon			0.89	0.39	0.37	68.71