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Explainable AI as a Double-Edged Sword in Dermatology: The Impact on Clinicians versus The Public
2025-12-29
health informatics
Title + abstract only
View on medRxiv
Show abstract
Artificial intelligence (AI) is increasingly permeating healthcare, from physician assistants to consumer applications. Since AI algorithms opacity challenges human interaction, explainable AI (XAI) addresses this by providing AI decision-making insight, but evidence suggests XAI can paradoxically induce over-reliance or bias. We present results from two large-scale experiments (623 lay people; 153 primary care physicians, PCPs) combining a fairness-based diagnosis AI model and different XAI exp...
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