Lunch webinar with Ulf Lesley
Join us to gain a deeper understanding of how to make AI tools more trustworthy
It’s time for a new SFMI lunch webinar! Join us as we welcome Ulf Lesley, who will be presenting his talk titled: Exploring Explainable AI in Healthcare: Bridging the Gap Between Technology and Clinician Trus.
Date: Thursday November 28th, 12-1 pm
The webinar will be held in English. Below, you’ll find a brief introduction to Ulf's talk. Welcome!
Exploring Explainable AI in Healthcare: Bridging the Gap Between Technology and Clinician Trust
Are you interested in how AI can revolutionize healthcare while ensuring the trust of medical professionals? Join our 30-minute webinar where we examine the critical role of Explainable AI (XAI) in overcoming the transparency challenges that impede AI adoption in clinical environments.
Based on Ulf Lesley’s recent study presented at AIME24, this session will detail insights from 30 physicians across 9 specialties in Sweden regarding their perceptions and preferences for explanations of AI-driven medical predictions. Key Topics Include:
- Disparities in XAI Explanations: Analyze why existing XAI methods often fail to meet physicians' standards for clarity and comprehensiveness.
- Critical vs. Less Critical Areas: Investigate the paradox where XAI demonstrates better performance in less critical medical domains, questioning its reliability in high-stakes situations.
- Clinician Preferences: Explore what doctors require from AI explanations to minimize uncertainty and support effective decision-making.
- Future Directions: Discuss strategies for integrating XAI smoothly into healthcare workflows and the necessity of customized AI training for clinical staff.
Join us to gain a deeper understanding of how to make AI tools more trustworthy and effective in improving patient outcomes.