Table 4.
Comparisons of ROC AUC for assessment of sensitivity and specificity in various clinical conditions using models of CRM compared to various standard vital signs. Modified from Convertino and Cardin, Ref. [9]. AWFA, arterial waveform feature analysis; SBP, systolic blood pressure; HR, heart rate; PP, pulse pressure; SI, shock index; Lac, blood lactate.
| Reference | N | Clinical Condition | AWFA | SBP | HR | PP | SI | Lac |
|---|---|---|---|---|---|---|---|---|
| Nadler er al [18] | 230 | Blood Donation | 0.84 | 0.60 | 0.73 | 0.51 | 0.64 | – |
| Stewart et al. [19] | 122 | Blood Donation | 0.90 | 0.84 | 0.55 | – | – | – |
| Convertino et al. [20] | 20 | Controlled Hemorrhage | 0.90 | 0.62 | 0.59 | 0.72 | 0.72 | – |
| Mackenzie et al. [21] | 556 | Trauma Hemorrhage | 0.78–0.89 | – | 0.56–0.62 | – | – | – |
| Stewart et al. [22] | 44 | Trauma Hemorrhage | 0.97 | 0.81 | 0.64 | – | 0.74 | 0.73 |
| Benov et al. [23] | 31 | GI Bleeding | 0.79 | 0.62 | 0.60 | 0.36 | – | – |
| Johnson et al. [24] | 89 | Trauma Hemorrhage | 0.83 | 0.62 | – | – | – | – |
| Benov et al. [25] | 100 | Sepsis | 1.00 | 0.67 | 0.78 | 0.56 | – | – |