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. 2019 May 21;14(5):e0217293. doi: 10.1371/journal.pone.0217293

Table 4. Comparative study for ISIC dataset.

Preprocessing
(Enhancement)
Segmentation Image
Type
Classification
Method
Accuracy
(%)
Sensitivity
(%)
Specificity
(%)
Esteva et al. [26] Yes Yes RGB SVM 72.1 - -
Yu et al. [27] Yes Yes Gray-scale CNN 85.5 50.7 94.1
Pham et al. [25] Yes Yes RGB SVM 89 55.6 97.1
Proposed Method No Yes RGB DCNN 95.91 88.47 93.00