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Comparison of the Four Diagnostic Models
| Model | Identifying Acute Stroke/TIA | Identifying Acute Stroke with LVO | ||
|---|---|---|---|---|
| AUC | Sensitivity at 80% specificity | AUC | Sensitivity at 80% specificity | |
| Clinical | 62.3 | 40% | 80.4 | 65% |
| EEG | 78.2 | 65% | 68.9 | 41% |
| Clinical and EEG (Logistic regression) | 80.3 | 70% | 77.8 | 57% |
| Clinical and EEG (Deep Learning) | 87.8 | 79% | 86.4 | 76% |
