Table 3.
Comparisons of model performances on the test set
| Model | Accuracy [95% CI] |
Sensitivity [95% CI] |
Specificity [95% CI] |
AUC [95% CI] |
|---|---|---|---|---|
| Image-to-HE |
67.3 (72/107) [57.9, 75.5] |
81.0 (17/21) [60.0, 92.3] |
64.0 (55/86) [63.5, 88.7] |
0.76 [0.64, 0.89] |
| Clinical-to-HE |
74.8 (80/107) [65.8, 82.0] |
81.0 (17/21) [60.0, 92.3] |
73.3 (63/86) [63.1, 81.5] |
0.81 [0.69, 0.93] |
| Integrated-to-HE |
81.3 (87/107) [72.9, 87.6] |
76.2 (16/21) [54.9, 89.4] |
82.6 (71/86) [73.2, 89.1] |
0.83 [0.72, 0.95] |
HE Hematoma expansion, CI confidence interval, AUC area under the curve.