Table 5 Sensitivity, Specificity and AROC values measured with the following methods: Asymmetry_NEF, Irregularity index, Asymmetry index, Score For Axis (SFA) and Asymmetry_Ref using the Lee database with 12 images considered as high risk
From: Quantitative evaluation of binary digital region asymmetry with application to skin lesion detection
Algorithm | Sensitivity | Specificity | AROC | p-value |
|---|---|---|---|---|
Asymmetry_NEF | 92% | 96.43% | 0.94 | < 0.001 |
Irregularity index | 33.33% | 71.43% | 0.54 | 1.00 |
Asymmetry index | 16.67% | 64.29% | 0.40 | 0.2448 |
SFA | 55% | 78.57% | 0.45 | 0.1298 |
Asymmetry_Ref | 55% | 78.57% | 0.45 | 0.1298 |