Table 1.
Age | Stages | Data number |
Average | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | ||||
0–2 | Deep | Accuracy | 73.7 | 78.1 | 78.9 | 73.0 | 71.5 | 80.4 | – | – | 75.9 ± 3.7 |
Sensitivity | 31.8 | 66.5 | 16.3 | 23.8 | 58.3 | 66.4 | – | – | 43.8 ± 22.5 | ||
Specificity | 19.9 | 37.3 | 21.5 | 35.6 | 37.5 | 50.4 | – | – | 33.7 ± 11.4 | ||
Light | Accuracy | 60.8 | 62.9 | 47.9 | 49.8 | 54.8 | 62.9 | – | – | 56.5 ± 6.7 | |
Sensitivity | 36.6 | 34.2 | 37.3 | 38.3 | 26.1 | 34.4 | – | – | 34.5 ± 4.4 | ||
Specificity | 60.4 | 53.9 | 44.0 | 37.5 | 51.2 | 63.1 | – | – | 51.7 ± 9.7 | ||
REM | Accuracy | 79.8 | 75.6 | 60.1 | 70.6 | 64.9 | 72.8 | – | – | 70.6 ± 7.2 | |
Sensitivity | 85.0 | 70.6 | 50.4 | 47.5 | 61.1 | 65.4 | – | – | 63.3 ± 13.8 | ||
Specificity | 61.7 | 59.1 | 42.2 | 54.8 | 43.6 | 61.9 | – | – | 53.8 ± 8.9 | ||
Wake | Accuracy | 93.3 | 86.1 | 95.4 | 83.2 | 95.2 | 88.5 | – | – | 90.3 ± 5.1 | |
Sensitivity | 65.2 | 40.8 | 96.5 | 44.6 | 28.6 | 83.3 | – | – | 59.8 ± 26.4 | ||
Specificity | 75.3 | 54.0 | 49.1 | 14.5 | 36.4 | 3.9 | – | – | 38.9 ± 26.4 | ||
3–6 | Deep | Accuracy | 80.8 | 82.2 | 82.6 | 79.0 | 73.8 | 78.4 | 76.1 | 84.4 | 79.5 ± 3.3 |
Sensitivity | 69.7 | 71.4 | 67.6 | 70.4 | 54.3 | 65.5 | 51.4 | 75.2 | 66.5 ± 6.3 | ||
Specificity | 52.8 | 57.4 | 54.4 | 45.5 | 58.7 | 46.3 | 58.4 | 68.8 | 52.5 ± 5.5 | ||
Light | Accuracy | 58.5 | 57.5 | 57.2 | 55.0 | 51.0 | 49.4 | 58.7 | 50.5 | 54.8 ± 3.8 | |
Sensitivity | 33.5 | 45.6 | 29.2 | 29.1 | 34.4 | 20.5 | 51.9 | 16.7 | 32.0 ± 8.3 | ||
Specificity | 62.2 | 66.7 | 60.3 | 52.4 | 33.1 | 43.6 | 45.6 | 44.3 | 53.1 ± 12.7 | ||
REM | Accuracy | 72.1 | 71.5 | 65.1 | 68.5 | 63.5 | 60.2 | 68.7 | 58.5 | 66.8 ± 4.7 | |
Sensitivity | 71.8 | 53.4 | 73.9 | 67.7 | 27.4 | 58.9 | 39.4 | 67.1 | 58.8 ± 17.3 | ||
Specificity | 45.5 | 39.9 | 44.5 | 49.5 | 30.0 | 34.0 | 41.6 | 29.1 | 40.6 ± 7.4 | ||
Wake | Accuracy | 97.3 | 95.1 | 98.6 | 98.8 | 96.5 | 97.4 | 99.1 | 97.2 | 97.3 ± 1.4 | |
Sensitivity | 89.7 | 75.0 | 85.1 | 74.6 | 97.8 | 71.4 | 91.2 | 66.7 | 82.3 ± 10.3 | ||
Specificity | 76.1 | 9.2 | 78.4 | 95.7 | 62.9 | 89.6 | 96.3 | 73.9 | 68.6 ± 31.2 |