Table 4.
Author/Ref | Publication Year | Methodology | Performance (%) |
---|---|---|---|
Inthiyaz et al. [40] | 2023 | CNN | Accuracy = 87 |
Srinivasu et al. [41] | 2021 | Pretrained deep models + LSTM | Accuracy = 90.21 Sensitivity = 92.24 Specificity = 95.1 |
Shanthi et al. [42] | 2020 | CNN | Accuracy = 93.30 |
ALEnezi [43] | 2019 | CNN | N/A |
Peng et al. [44] | 2021 | ResNet-34 | Recall = 92 F1-score = 90 |
Our method | 2023 | Deep learning approach (“Derma Care”) | Accuracy = 96.20 Precision = 96 Recall = 95.70 F1-score = 95.80 |