Table 7.
The Results for ACRIMA Dataset
| Dataset | Original Data Used Volume | Autoencoder Enhancement | AUC (95% CI) | Sensitivity | Specificity |
|---|---|---|---|---|---|
| ACRIMA | 100% | False | 0.94 (0.90–0.97) | 1 (1.00–1.00) | 0.88 (0.79–0.95) |
| ACRIMA | 100% | True | 0.99 (0.97–1) | 1 (1.00–1.00) | 0.98 (0.95–1.00) |
AUC = area under the receiver operating characteristic curve; CI = confidence interval.