Table 1. Detailed summaries on predicting and classifying skin cancer in other studies.
References | Dataset | Method |
---|---|---|
Kumar K et al. [5] | Kaggle+ CIA datasets | AuDNN+ IOT |
Balaha and Hassan [6] | ISIC (2016-2017-2018) | Transfer learning and sparrow search algorithm |
Tabrizchi et al. [7] | SIIM-ISIC | VGG |
Adla et al. [8] | ISIC 2019+ ISIC 2020 | FrCN-DGCA |
Mridha et al. [9] | HAM10000 | Optimized Convolutional Neural Network |
Wu et al. [10] | HAM10000 | Standard convolution+ wavelet down-sampling |
Qasim Gilani et al. [11] | ISIC 2019 | Deep Spiking Neural Network |
Huang et al. [12] | ISIC Library | YOLOv5 |
Teodoro et al. [13] | ISDIS | GAN+ RoI-Based |
S M et al. [14] | ISIC-2020 | DCNN |
Mawgoud et al. [15] | MODE-NODE, ISIC | Deep Transfer Learning |
Khan et al. [16] | ISBI2016, ISIC2017, HAM10000 | Deep learning |
Khan et al. [17] | ISBI2016, ISBI2017 | Deep Learning with IcNR-based feature selection |
Khan et al. [18] | PH2, ISBI2016, ISIC2017, HAM10000 | Mask R-CNN, CNN |