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

Table 2. DermIS- DermQuest dataset comparative study.

Preprocessing
(Enhancement)
Segmentation Image
Type
Classification
Method
Accuracy
(%)
Sensitivity
(%)
Specificity
(%)
Karabulut &
Ibrikci [15]
Yes Yes Gray-scale CNN 71.4 71.9 70.8
Almaraz et al.
[16]
Yes Yes RGB SVM 75.1 94.94 100
Amelard et al.
[14]
Yes Yes RGB SVM 87.38 90.76 82.76
Proposed
Method
No Yes RGB DCNN 96.86 96.90 96.90