Research Article
Histopathological Breast Cancer Image Classification by Deep Neural Network Techniques Guided by Local Clustering
Table 5
CNN and histopathological findings.
| | Authors | Dataset | Method | Augmentation | Number of classes | Accuracy
% | Sensitivity
% | Recall
% | ROC |
| | Araujo et al. [16] | [26] | CNN | YES | 2 | 80.60 | 70.00 | — | — | | Araujo et al. [16] | [26] | CNN + SVM | YES | 2 | 83.20 | 80.00 | — | — | | B. Bejnordi | BREAST | CNN | YES | — | 92.00 | — | — | 92.00 | | Bejnordi et al. [27] | [26] | CNN | YES | — | 92.45 | — | — | — |
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