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Heartbeat of Confidence: Calibration of Trust in Medical AI
Speaker: Prof. Dr. Marc Aubreville, TH Ingolstadt
Date: Wednesday, October 25, 2023, 05:00 – 06:15 p.m.
Lecture Hall K001
Galgenbergstr. 32, 93053 Regensburg
Organizer: Prof. Dr. Christoph Palm
In the realm of artificial intelligence-based medical decision support systems, achieving the delicate balance in trust calibration becomes paramount — navigating the fine line between overtrust and undertrust.
This presentation, titled „Heartbeat of Confidence: Calibration of Trust in Medical AI“, explores the nuanced dynamics of trust in AI systems, unveiling strategies to modulate trust levels effectively. The discussion focuses on the role of explainable AI, acknowledging its potential to increase trust while addressing the dilemma of fostering understanding versus creating false hope.
Additionally, the often underestimated practice of validating AI models on truly external data takes center stage, offering fresh perspectives on its significance and proposing approaches for increasing external trust in validation efforts.
We are looking forward to your participation!
