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. 2025 Oct 6;15:34776. doi: 10.1038/s41598-025-18570-1

Table 3.

Analysis of results of images ISIC 2018 using a pre-trained DenseNet169.

Models Classes AUC% Precision% Accuracy% Sensitivity% Specificity%
DenseNet169 Actinic keratoses 61.5 60 32.3 32.5 99.2
Basal cell carcinoma 68.9 67 70.9 71.5 98.5
Benign keratosis Lesions 94.2 93.8 95.9 95.8 99.1
Dermatofibroma 71.5 70.6 52.2 52.6 99.5
Melanoma 83.5 81.1 76.8 77.4 98.3
Nevi 91.8 93.7 97 97.7 86.9
Vascular 60.8 58.8 35.7 36.5 99.7
Overall 76.03 75.00 89.80 66.29 97.31