Divergent impacts of explainable AI for dermatological diagnosis on clinicians versus lay people

Researchers conducted large-scale experiments to assess how explainable AI (XAI) methods affect dermatological diagnosis accuracy among primary care physicians and the general public. The study evaluated different XAI techniques and decision-making paradigms to understand their impact on diagnostic performance across expertise levels.