False conflict and false confirmation errors are crucial components of AI accuracy in medical decision making
Rikard Rosenbacke, Åsa Melhus, David Stückler
Abstract
We welcome the recent study from January 2024 by Chanda and colleagues 1 in Nature Communications , as a substantial advance on integrating Explainable Artificial Intelligence (XAI) into dermatological practice. Importantly, it shows that AI can enhance diagnostic accuracy, trust, and confidence among dermatologists.
Topics & Concepts
Computer scienceMedical decision makingArtificial intelligenceMedicineMedical emergencyArtificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic SkillsExplainable Artificial Intelligence (XAI)