Table 2.
Predicting any ACS event | |||
---|---|---|---|
Ml fusion model | Expert ECG read | Automated ECG read | |
Sensitivity | 0.77 (0.67–0.85) | 0.40 (0.30–0.51) | 0.25 (0.17–0.35) |
Specificity | 0.76 (0.72–0.81) | 0.94 (0.92–0.96) | 0.98 (0.97–0.99) |
PPV | 0.43 (0.38–0.48) | 0.63 (0.51–0.73) | 0.79 (0.62–0.90) |
NPV | 0.94 (0.91–0.96) | 0.87 (0.86–0.89) | 0.85 (0.82–0.88) |
Predicting NSTE-ACS events | |||
Sensitivity | 0.72 (0.60–0.81) | 0.26 (0.16–0.37) | 0.12 (0.06–0.22) |
Specificity | 0.76 (0.72–0.80) | 0.94 (0.92–0.96) | 0.98 (0.97–0.99) |
PPV | 0.36 (0.31–0.41) | 0.46 (0.33–0.60) | 0.60 (0.35–0.80) |
NPV | 0.94 (0.91–0.93) | 0.87 (0.85–0.89) | 0.86 (0.85–0.87) |
PPV, positive predictive value; NPV, negative predictive value.