Table 4.
Effects of the detail branch extended to Unet on four different datasets
Dataset | Method | F1-Score | Sensitivity | Specificity | Accuracy | AUC |
---|---|---|---|---|---|---|
COVID-19 | Unet | 55.85 | 44.54 | 96.94 | 88.03 | 70.74 |
Unet_Detail | 62.85 | 54.37 | 96.18 | 89.08 | 75.27 | |
CVC-ClinicDB | Unet | 71.24 | 63.03 | 98.63 | 95.46 | 80.83 |
Unet_Detail | 75.23 | 66.89 | 98.92 | 96.07 | 82.91 | |
ISIC | Unet | 85.07 | 80.65 | 96.44 | 91.95 | 88.54 |
Unet_Detail | 86.00 | 79.08 | 98.08 | 92.67 | 88.58 | |
Lung | Unet | 98.45 | 98.59 | 99.64 | 99.46 | 99.12 |
Unet_Detail | 98.59 | 99.11 | 99.59 | 99.51 | 99.35 |