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. 2019 Jan 11;9(1):73–85. doi: 10.1007/s13534-018-0091-2

Table 2.

Performances of reported sleep stage scoring and sleep parameter estimation

SL TST WASO N1 N2 N3 REM SE 3CS 4CS AHI References
1ch. EEG 85.01 22.01 85.01 86.01 95.01 96.0 92.1 84.9 [11], [12]1
Actigraphy 0.84 86.0, 95.21 [19], [25]1
Radar 69.0 61.0 87.0 97.0 82.0 82.0 [27]
IR video 92.0 [28]
Respiration 89.0 89.23 72.21 70.92 0.943 [34], [35]1, [36]2, [26]3
ECG 0.81 0.75 0.78 98.54 62.04 90.01 87.02 91.2 92.53 [45], [47]1, [48]2, [50]3, [49]4
PPG 91.5 72.9 59.3 0.811 [55], [57]1
BCG 92.5 96.51 [59], [61]1
ECG & respiration 80.0 69.0 [62]
PAT 80.0 89.01 66.02 0.893 [64]1, [65], [66]2, [69]3
Short term ECG 0.94 0.991 [46], [53]1

Numbers higher than 1.0 represent accuracies (%) and lower than 1.0 represent reported correlation coefficients

SL sleep latency, TST total sleep time, WASO wake after sleep onset, SE sleep efficiency, 3CS 3-class scoring, 4CS 4-class scoring, AHI apnea–hypopnea index