Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis

Yibo Gao, Zheyao Gao, Xin Gao +3

Due to the high stakes in medical decision-making, there is a compelling demand for interpretable deep learning methods in medical image analysis. Concept Bottleneck Models (CBM) h…