Table 1.

Description of the training (EEG recordings between January and December 2018) and testing cohorts (EEG recordings between January and June 2019).

	Training cohort (EEGs from 2018)		Testing cohort (EEGs from 2019)
	Seizure freedom at one year	Seizure recurrence at one year	Seizure freedom at one year	Seizure recurrence at one year
Number of EEGs	417	132	217	84
Epilepsy diagnosis (%)	214 (51.3)	132 (100.0)	98 (45.2)	84 (100.0)
Age (median [IQR])	52.00 [35.00, 64.00]	37.00 [26.75, 55.00]	54.00 [36.00, 66.00]	37.00 [30.00, 57.25]
Sex = woman (%)	223 (53.5)	56 (42.4)	115 (53.0)	51 (60.7)
Total follow-up after eeg in weeks (median [IQR])	94.00 [35.00, 133.00]	136.00 [97.50, 163.25]	78.00 [32.00, 122.00]	123.50 [94.25, 141.00]
Epilepsy type (%)
Focal	148 (35.5)	88 (66.7)	71 (32.7)	66 (78.6)
Generalized	56 (13.4)	41 (31.1)	21 (9.7)	13 (15.5)
No epilepsy	203 (48.7)	0 (0.0)	119 (54.8)	0 (0.0)
Unknown	10 (2.4)	3 (2.3)	6 (2.8)	5 (6.0)
Age of epilepsy onset (median [IQR])	24.00 [15.00, 43.00]	18.00 [13.00, 35.00]	28.00 [15.00, 53.00]	28.00 [14.00, 48.00]
Number of days since last seizure (median [IQR])	801.00 [225.00, 3525.00]	43.00 [9.50, 127.00]	613.00 [165.00, 1489.50]	32.50 [4.00, 90.00]
Number of ASM (%)
0	197 (47.2)	11 (8.3)	108 (49.8)	19 (22.6)
1	149 (35.7)	58 (43.9)	80 (36.9)	31 (36.9)
2	48 (11.5)	45 (34.1)	21 (9.7)	15 (17.9)
3	19 (4.6)	13 (9.8)	6 (2.8)	14 (16.7)
4	4 (1.0)	5 (3.8)	2 (0.9)	3 (3.6)
5	0 (0.0)	0 (0.0)	0 (0.0)	2 (2.4)
Focal lesion on brain imaging (%)	142 (34.1)	53 (40.2)	76 (35.0)	44 (52.4)
Sleep deprived EEG (%)	51 (12.2)	13 (9.8)	33 (15.2)	18 (21.4)
IED (%)
Absence	333 (79.9)	77 (58.3)	174 (80.2)	47 (56.0)
Presence	52 (12.5)	46 (34.8)	28 (12.9)	30 (35.7)
Uncertain	32 (7.7)	9 (6.8)	15 (6.9)	7 (8.3)
Abnormal slowing on EEG (%)	107 (25.7)	37 (28.0)	72 (33.2)	39 (46.4)