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. 2023 Jan 12;11:126–136. doi: 10.1109/JTEHM.2023.3236393

TABLE 2. Performance Endpoints.

cAHI cutoff cAHI Inline graphic cAHI Inline graphic cAHI Inline graphic
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.