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Comparison of the conventional segmentation method and minimal free energy vector quantization and “neural-gas” network in the detection of benign lesions.
| Histology | Number | Conventional segmentation method | MFE | Neural Gas |
|---|---|---|---|---|
| True negative | True negative | True negative | ||
| Mastopathy | 3 | 33% | 33% | 33% |
| Fibroadenoma | 3 | 66% | 66% | 66% |
| Granuloma | 1 | 100% | 100% | 100% |
| Benign lymph node | 1 | 100% | 0% | 100% |
| Scar, no relapse | 1 | 100% | 100% | 100% |
| Papilloma | 1 | 0% | 0% | 0% |
