SkinCon: Askindiseasedatasetdenselyannotatedby domainexpertsforfine-grainedmodeldebuggingand analysis

These same concepts were also used to label 656 skin disease images from the Diverse Dermatology Images dataset, providing an additional external dataset with diverse skin tone representations. We review the potential applications fortheSkinCon dataset, such asprobing models, concept-based explanations, concept bottlenecks, error analysis, andslice discovery.