AISoLA 2025

Bridging the Gap Between AI and Reality • Rhodes, Greece

Talk

Calibrating Trust in Medical AI: A User Study with Laypeople

Time: Tuesday, 4.11

Room: Room A

Authors: Alfio Ventura, Jan Corazza, Tim Katzke, Mustafa Yalciner

Abstract: Explainable AI (XAI) can enhance users’ understanding of an AI system and foster trust in its decisions [1, 9]. In high-risk domains like medicine, fostering well-calibrated trust – the alignment between users’ trust in the AI and its actual performance and trustworthiness – is particularly critical [8].

Paper: Calibrating_Trust_in_Medical_AI_A_User_Study_with_Laypeople-paper.pdf