Research Article
Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms
Table 1
Number of mammograms with malignant and benign pathologies.
| Pathology types | Sample size |
| Malignant | 540 | Ductal carcinoma in situ | 194 | Invasive ductal carcinoma (IDC) | 145 | Invasive lobular carcinoma (ILC) | 5 | Breast adenopathy | 162 | Ductal carcinoma in situ with microinvasion | 22 | Ductal carcinoma in situ with localized infiltration | 5 | Mixed types | 16 | Invasive carcinoma | 11 | Benign | 450 | Fibrocystic mastopathy | 297 | Inflammation | 58 | Fibroadenoma | 58 | Benign lesion for follow-up | 14 | Benign phyllodes tumor | 23 |
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