Masked Privileged-Information Distillation for Multimodal Skin Lesion Classification Under Missing Clinical Metadata

Multimodal skin lesion classification combines clinical images with patient metadata to improve diagnostic accuracy. However, complete metadata available during training may be only partially accessible at deployment, and resource-constrained settings additionally require computational efficiency.