Predictors | Study | Sensitivity | Sen-I2 | Specificity | Spe-I2 | AUC |
---|---|---|---|---|---|---|
Images | 10 | 0.81 (0.75–0.86) | 93.27 (90.36–96.18) | 0.90 (0.82–0.94) | 99.25 (99.09–99.41) | 0.90 (0.88–0.93) |
Images combined with other predictors | 8 | 0.85 (0.80–0.89) | 78.94 (64.80–93.08) | 0.86 (0.82–0.89) | 96.81 (95.57–98.05) | 0.92 (0.89–0.94) |
Mechanical ventilation parameters | 18 | 0.82 (0.78–0.86) | 98.63 (98.37–98.89) | 0.78 (0.75–0.81) | 98.99 (98.82–99.16) | 0.87 (0.83–0.89) |
Laboratory assays | 31 | 0.77 (0.70–0.83) | 90.26 (87.67–92.86) | 0.90 (0.87–0.93) | 94.20 (92.88–95.52) | 0.91 (0.88–0.93) |
Other predictors | 14 | 0.68 (0.62–0.74) | 81.65 (72.82–90.48) | 0.77 (0.70–0.83) | 98.36 (97.98–98.74) | 0.78 (0.74–0.81) |