Table 3.
Evaluation of border detection methods (b: benign, m: melanoma)
| Ref. | # Experts | # Images (Distr.) | # Comp. | Error Measure (Value) |
|---|---|---|---|---|
| [12] | 3 | 90 (65 b / 25 m) | 4 | XOR (10.63%) |
| [16] | 1 | 67 | 0 | XOR (14.63%) |
| [9] | 1 | 100 (70 b / 30 m) | 3 | XOR (2.73%) |
| [26] | 1 | 50 | 2 | Error prob. (16%) |
| [26] | 1 | 50 | 2 | Error prob. (21%) |
| [19] | 2 | 100 (70 b / 30 m) | 3 | XOR (12.02%) |
| [21] | 5 | 319 (244 b / 75 m) | 1 | Prec. (94.1%) & Rec. (95.2%) |
| [20] | nr | 117 | 3 | Sens. (95%) & Spec. (96%) |
| [27] | 2 | 100 (70 b / 30 m) | 1 | XOR (15.59%) |
| [28] | 0 | nr | 0 | nr |
| [29] | 0 | 600 | 0 | Visual |
| [30] | 0 | nr | 0 | nr |
| [31] | 5 | 30 | 0 | Visual |
| [32] | 1 | 30 | 0 | Visual |
| [11] | 1 | 400 | 0 | Visual |
| [33] | 1 | 300 | 0 | Visual |
| [34] | 1 | 57 | 5 | XOR (36.50%) |
| [34] | 1 | 57 | 5 | XOR (24.71%) |