Research Article
Automatic Segmentation of Medical Images Using Fuzzy c-Means and the Genetic Algorithm
Table 6
Results obtained from the proposed method.
| Initial number of chromosome length | Sensitivity | Specificity | Jaccard similarity | index | CPU time (s) | Number of final centers |
| 5 | 0.960 | 0.964 | 0.911 | 0.913 | 12.4 | 3 | 5 | 0.954 | 0.962 | 0.912 | 0.919 | 12.8 | 3 | 5 | 0.959 | 0.965 | 0.892 | 0.897 | 12.9 | 3 | 5 | 0.961 | 0.955 | 0.918 | 0.927 | 11.4 | 3 | 6 | 0.958 | 0.943 | 0.925 | 0.931 | 11.8 | 3 | 6 | 0.962 | 0.954 | 0.931 | 0.940 | 13.1 | 3 | 6 | 0.965 | 0.967 | 0.932 | 0.935 | 14.2 | 3 | 6 | 0.961 | 0.965 | 0.929 | 0.932 | 14.9 | 3 | 7 | 0.968 | 0.972 | 0.938 | 0.949 | 16.3 | 3 |
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