Research Article
A New Data Model for the Privacy Protection of Medical Images
Table 2
Performance comparison between the normal dataset and dataset recovered from VCS.
| | Type | Precision | Recall | F1-score | Accuracy | Support | | EVC | Normal | EVC | Normal | EVC | Normal | EVC | Normal |
| | Malignant (0, 40x) | 0.94 | 0.97 | 0.99 | 0.99 | 0.97 | 0.98 | 0.95 | 0.97 | 2349 | | Benign (1, 40x) | 0.98 | 0.98 | 0.87 | 0.95 | 0.93 | 0.97 | 1160 | | 0, 100x | 1.00 | 1.00 | 0.99 | 0.99 | 0.99 | 0.99 | 0.99 | 0.99 | 2386 | | 1, 100x | 0.98 | 0.98 | 0.99 | 0.99 | 0.99 | 0.99 | 1182 | | 0, 200x | 1.00 | 0.99 | 0.98 | 0.99 | 0.99 | 0.98 | 0.98 | 0.99 | 2335 | | 1, 200x | 0.95 | 0.96 | 1.00 | 0.98 | 0.98 | 0.99 | 1114 | | 0, 400x | 1.00 | 1.00 | 0.97 | 0.95 | 0.99 | 0.97 | 0.96 | 0.97 | 2080 | | 1, 400x | 0.95 | 0.91 | 100 | 1.00 | 0.97 | 0.95 | 1059 |
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