Table 8.
Legit.Health-SCORADNet’s Results in Light-Skin Visual Sign Severity Assessment
| Visual Signs | RMAE 11 (95% CI) | RMAE 22 (95% CI) |
|---|---|---|
| Erythema | 14.1 (10.2‒18.0) | 13.3 (9.4‒17.2) |
| Edema | 16.1 (12.2‒20.0) | 16.0 (12.1‒19.9) |
| Oozing | 22.3 (18.4‒26.2) | 19.4 (15.5‒23.3) |
| Excoriations | 11.5 (7.6‒15.4) | 9.6 (5.7‒15.4) |
| Lichenification | 10.3 (6.4‒14.2) | 8.7 (4.8‒12.6) |
| Dryness | 12.4 (8.5‒16.3) | 11.3 (7.4‒15.2) |
| Average | 14.4 (10.5‒18.3) | 13.0 (9.1‒16.9) |
Abbreviations: CI, confidence interval; DEX, Deep EXpectation; RMAE, relative mean absolute error.
1
RMAE 1 is obtained by applying the argmax function to the prediction.
2
RMAE 2 is obtained by applying the DEX method to the prediction.