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. 2017 Jun 1;12(6):e0177544. doi: 10.1371/journal.pone.0177544

Table 6. Image-wise sensitivity (%) using majority voting (2 and 4 classes).

Dataset Classifier non-carcinoma carcinoma
Normal Benign in situ Invasive
Initial CNN 70 90
80 40 100 100
CNN+SVM 80 100
80 60 100 100
Extended CNN 50 100
75 75 75 75
CNN+SVM 50 90
75 75 50 75
Overall CNN 61.1 94.4
77.8 55.6 88.9 88.9
CNN+SVM 66.7 95.6
77.8 66.7 77.8 88.9