TABLE 3.
XOR measure statistics: mean (standard deviation)
| Dermato- logist |
Diagnosis | OSFCM | DTEA | MS | JSEG | SRM |
|---|---|---|---|---|---|---|
| W. S. | Benign | 22.995 (12.614) | 10.513 (4.728) | 11.527 (9.737) | 10.832 (6.359) | 11.384 (6.232) |
| Melanoma | 28.311 (15.245) | 11.853 (5.998) | 13.292 (7.418) | 13.745 (7.590) | 10.294 (5.838) | |
| All | 24.354 (13.449) | 10.855 (5.081) | 11.978 (9.193) | 11.577 (6.772) | 11.106 (6.120) | |
| J. M. | Benign | 25.535 (11.734) | 10.367 (3.771) | 10.802 (6.332) | 10.816 (5.227) | 10.186 (5.683) |
| Melanoma | 26.743 (14.508) | 10.874 (5.016) | 12.592 (7.202) | 12.981 (6.316) | 10.500 (8.137) | |
| All | 25.843 (12.426) | 10.496 (4.101) | 11.259 (6.571) | 11.370 (5.570) | 10.266 (6.351) | |
| J. G. | Benign | 27.506 (12.789) | 12.091 (5.220) | 12.224 (7.393) | 12.257 (6.588) | 10.561 (5.152) |
| Melanoma | 27.574 (15.836) | 12.675 (6.865) | 12.168 (7.479) | 13.414 (7.379) | 10.411 (5.860) | |
| All | 27.523 (13.538) | 12.240 (5.650) | 12.210 (7.373) | 12.553 (6.775) | 10.523 (5.308) |
XOR, exclusive-OR; OSFCM, orientation-sensitive fuzzy c-means method; DTEA, dermatologist-like tumor extraction algorithm; MS, meanshift clustering method; JSEG, modified JSEG method; SRM, statistical region merging method.