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

Table 4.

Analysis of Results of images ISIC 2018 using enhanced ViT model.

Models Classes AUC% Precision% Accuracy% Sensitivity% Specificity%
Enhanced ViT model Actinic keratoses 75.9 81 52.3 52.1 99.5
Basal cell carcinoma 92.4 71.2 86.4 86.4 98.5
Benign keratosis lesions 96.8 96.7 94.1 93.9 99.7
Dermatofibroma 65 77.8 30.4 30.5 99.6
Melanoma 95.2 87.9 90.6 91.7 98.6
Nevi 95.8 96.4 98.2 98.3 93.4
Vascular 66.3 52.9 32.1 32.8 99.8
Overall 83.91 80.56 93.10 69.40 98.44