Roberto A. Novoa

SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis

For the deployment of artificial intelligence (AI) in high risk settings, such as healthcare, methods that provide interpretability/explainability or allow fine-grained error analysis are critical. Many recent methods for interpretability/explainability and fine-grained error analysis use concepts,…