Table 4.

Performance of the TQWT-MCA spindle and K-complex detection method in each subject with minimal training.

	Spindle			K-complex
	Sens %	FDR%	Th (μV2)	Sens (%)	FDR (%)	Th (μV)
S1	61.54	20.00	300	78.57	21.42	−68
S2	85.00	50.00	210	88.89	27.27	−72
S3	100.00	27.27	240	81.81	10.00	−80
S4	62.50	16.67	300	75.00	10.00	−82
S5	73.91	19.05	270	57.14	11.11	−94
S6	81.43	23.25	280	83.33	23.08	−74
S7	96.30	35.00	240	60.00	14.28	−78
S8	90.62	9.37	270	80.76	20.00	−94
S9	90.00	47.06	230	88.89	11.11	−66
S10	95.65	21.43	260	93.33	12.50	−62
S11	100.00	50.00	210	100.00	26.67	−70
S12	100.00	23.68	270	33.33	88.88	−78
S13	76.19	11.11	300	83.33	45.22	−98
S14	68.42	31.58	340	80.00	42.86	−54
Mean	84.39	27.53	265.7	77.45	26.04	−76.4

Sensitivity Sen (%), FDR (%), and the optimal threshold (Th) are reported for each individual but also as mean values across the whole population (bottom row). Only 15 annotated 30-s EEG segments were used for training in each subject (corresponding on average to 18 ± 4.3 spindles and 11.9 ± 2.3 K-complex training events).