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Classification results of four histological classifications.
| Pathological Diagnosis | Output of Our CNN Model | |||
|---|---|---|---|---|
| Invasive Carcinoma | Noninvasive Carcinoma | Fibroadenoma | Cyst | |
| Invasive carcinoma (217) | 190 (87.6%) | 10 (4.6%) | 13 (6.0%) | 4 (1.8%) |
| Noninvasive carcinoma (70) | 7 (10.0%) | 60 (85.7%) | 2 (2.9%) | 1 (1.4%) |
| Fibroadenoma (180) | 13 (7.2%) | 6 (3.3%) | 151 (83.9%) | 10 (5.6%) |
| Cyst (111) | 1 (0.9%) | 0 (0.0%) | 15 (13.5%) | 95 (85.6%) |
