A VAE-GAN plus XGBoost framework classifies melanoma versus nevi with AUC 0.868 and retrieves similar biopsy-confirmed images for borderline cases.
Trends in malignant melanoma mortality in 31 countries from 1985 to 2015.British Journal of Dermatology, 183(6):1056–1064, 2020
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Latent Space Analysis for Interpretable Uncertainty in Melanoma Classification
A VAE-GAN plus XGBoost framework classifies melanoma versus nevi with AUC 0.868 and retrieves similar biopsy-confirmed images for borderline cases.