Table 3.
Characteristics of the Test Cohort and performance of the Detection Algorithm for all the patients and the two age groups, for the two different operating points of the algorithm (“FDA-cleared” mode and “Active” mode, and for all the data (“All data”) vs. only periods of rest (“Automatically-Detected Rest”).
All data | Automatically-detected rest | ||||||
---|---|---|---|---|---|---|---|
Overall | Pediatric | Adult | Overall | Pediatric | Adult | ||
Test cohort | # Patients (w/ CS) | 152 (36) | 85 (18) | 67 (18) | 144 (13) | 78 (7) | 66 (6) |
Total hours | 10,296 | 3,939 | 6,357 | 3,995 | 1,703 | 2,292 | |
Average hours/pat. | 68 | 46 | 95 | 26 | 20 | 34 | |
Total CS | 66 | 35 | 31 | 20 | 13 | 7 | |
Mean duration [sec] (St. Dev.) | 84.56 (34.57) | 89.37 (39.09) | 79.13 (28.27) | 78.65 (26.49) | 79.61 (24.25) | 76.86 (32.26) | |
“FDA-cleared” mode | Detected CS | 65 | 34 | 31 | 19 | 12 | 7 |
Mean delay [sec] (St. Dev.) | 37.46 (21.09) | 37.76 (24.06) | 37.13 (17.64) | 33.05 (12.09) | 32.08 (7.77) | 34.71 (17.96) | |
Sensitivity | 0.98 | 0.97 | 1.00 | 0.90 | 0.92 | 1.00 | |
cSensitivity [95% CI] | 0.96 [0.92, 1.00] | 0.92 [0.85, 1.00] | 0.94 [0.89, 1.00] | 0.83 [0.69, 0.97] | 0.82 [0.65, 0.99] | 0.82 [0.65, 1.00] | |
Precision [95% CI] | 0.15 [0.12, 0.19] | 0.14 [0.10, 0.19] | 0.17 [0.12, 0.23] | 0.95* [0.76, 0.99] | 0.93* [0.66, 0.99] | 0.89* [0.52, 0.98] | |
Total false alarms | 357 | 207 | 150 | 0 | 0 | 0 | |
FAR [95% CI] | 0.83 [0.63, 1.07] | 1.26 [0.87, 1.73] | 0.57 [0.36, 0.81] | 0 | 0 | 0 | |
“Active” mode | Detected CS | 63 | 32 | 31 | 19 | 12 | 7 |
Mean Delay [sec] (St. Dev.) | 40.03 (16.25) | 37.44 (12.96) | 42.71 (18.91) | 38.26 (12.43) | 36.75 (7.62) | 40.86 (18.57) | |
Sensitivity | 0.95 | 0.91 | 1.00 | 0.90 | 0.92 | 1.00 | |
cSensitivity [95% CI] | 0.91 [0.84, 0.99] | 0.85 [0.72, 0.98] | 0.94 [0.89, 1.00] | 0.83 [0.69, 0.97] | 0.82 [0.65, 0.99] | 0.82 [0.65, 1.00] | |
Precision [95% CI] | 0.36 [0.29, 0.43] | 0.33 [0.24, 0.43] | 0.39 [0.29, 0.50] | 0.95* [0.76, 0.99] | 0.93* [0.66, 0.99] | 0.89* [0.52, 0.98] | |
Total false alarms | 113 | 65 | 48 | 0 | 0 | 0 | |
FAR [95% CI] | 0.27 [0.18, 0.36] | 0.40 [0.23, 0.59] | 0.18 [0.10, 0.28] | 0 | 0 | 0 |
CI, Confidence Interval. *Laplace correction (i.e., the “rule of succession”) was applied to improve the estimation of the precision and its 95% confidence interval.