Table 2.
Comparison of accuracy (%) between Xy-SkinNet and the average of dermatologists.
Class | Sample size | Top 1 (computer; %) | Top 1 (dermatologists; %) | Top 3 (computer; %) | Top 3 (dermatologists; %) |
LUEa | 11 | 45.5 | 60.6 | 90.9 | 70.0 |
ECZb | 31 | 83.9 | 47.5 | 100.0 | 76.9 |
SEKc | 10 | 70.0 | 60.8 | 90.0 | 77.9 |
PSOd | 93 | 64.1 | 75.7 | 67.7 | 87.2 |
BCCe | 10 | 50.0 | 67.4 | 70.0 | 84.9 |
PEMf | 20 | 75.0 | 60.8 | 90.0 | 72.0 |
All | 175 | 64.75 | 62.13 | 84.77 | 78.15 |
aLUE: lupus erythematosus.
bECZ: eczema.
cSEK: seborrheic keratosis.
dPSO: psoriasis.
eBCC: basal cell carcinoma.
fPEM: pemphigus.