Tien Nhu Dinh

Improving Multimodal Skin Disease Classification via Feature-Space Augmentation with Bayesian Semantic Data Augmentation

Automated skin disease classification from clinical photographs faces distinct challenges relative to dermoscopy, including greater illumination variation, class imbalance, and domain shift. We propose a multimodal framework combining a Swin Transformer backbone with a structured metadata encoder and a Bayesian Semanti...