Frozen features from the PanDerm dermatology foundation model, probed with an MLP, match a fine-tuned Swin Transformer on skin lesion classification, and late fusion of both gives small accuracy gains.
medRxiv (2025)
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Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification
Frozen features from the PanDerm dermatology foundation model, probed with an MLP, match a fine-tuned Swin Transformer on skin lesion classification, and late fusion of both gives small accuracy gains.