TABLE 2. Performance Endpoints.
| cAHI cutoff | cAHI
|
cAHI
|
cAHI
|
|
|---|---|---|---|---|
| Sensitivity (%) | PPG – EXPERT | 78.1 [63.8, 92.4] | 81.0 [64.2, 97.8] | 72.7 [46.4, 99.0] |
| LOCAL – EXPERT | 71.9 [56.3, 87.5] | 57.1 [35.9, 78.3] | 72.7 [46.4, 99.0] | |
| Specificity (%) | PPG – EXPERT | 95.3 [92.5, 98.1] | 99.1 [97.9, 100.0] | 97.8 [95.9, 99.7] |
| LOCAL – EXPERT | 95.3 [92.5, 98.1] | 99.1 [97.9, 100.0] | 98.3 [96.6, 100] | |
| LR+ | PPG – EXPERT | 16.6 [8.8, 31.3] | 90.7 [22.5, 365.9] | 34.0 [13.3, 87.1] |
| LOCAL – EXPERT | 15.3 [8.1, 29.1] | 64.0 [15.3, 267.1] | 42.5 [15.1, 120.0] | |
| LR- | PPG – EXPERT | 0.23 [0.12, 0.44] | 0.19 [0.08, 0.46] | 0.28 [0.11, 0.73] |
| LOCAL – EXPERT | 0.30 [0.17, 0.51] | 0.43 [0.26, 0.71] | 0.28 [0.11, 0.73] | |
| PPV (%) | PPG – EXPERT | 71.4 [56.4, 86.4] | 89.5 [75.7, 100.0] | 61.5 [35.0, 88.0] |
| LOCAL – EXPERT | 69.7 [54.0, 85.4] | 85.7 [67.4, 100.0] | 66.7 [40.0, 93.4] | |
| NPV (%) | PPG – EXPERT | 96.7 [94.3, 99.1] | 98.2 [96.5, 99.9] | 98.7 [97.2, 100.0] |
| LOCAL – EXPERT | 95.8 [93.1, 98.5] | 96.1 [93.6, 98.6] | 98.7 [97.2, 100.0] | |
| Accuracy (%) | PPG – EXPERT | 93.1 [89.9, 96.3] | 97.6 [95.7, 99.5] | 96.7 [94.5, 98.9] |
| LOCAL – EXPERT | 92.2 [88.8, 95.6] | 95.5 [92.9, 98.1] | 97.1 [95.0, 99.2] | |
| Cohen’s Kappa | PPG – EXPERT | 0.71 [0.57, 0.84] | 0.84 [0.71, 0.97] | 0.65 [0.41, 0.89] |
| LOCAL – EXPERT | 0.66 [0.52, 0.81] | 0.66 [0.47, 0.86] | 0.68 [0.45, 0.91] | |
| ROC AUC | PPG – EXPERT | 0.94 | 0.98 | 0.98 |
| LOCAL – EXPERT | NA | NA | NA | |
| PR AUC | PPG – EXPERT | 0.80 | 0.79 | 0.62 |
| LOCAL – EXPERT | NA | NA | NA |
95% confidence interval estimates for the performance endpoints are shown in brackets. PPG – EXPERT refers to the PPG-based method’s predictions compared to Expert Analysis. LOCAL – EXPERT refers to the Local Analysis compared to the Expert Analysis. cAHI = central apnea-hypopnea index. AUC = area under curve, NPV = negative predictive value, PPV = positive predictive value, ROC = receiver operating characteristic, PPG = photoplethysmography.


