AI Theatre Session: Panel Discussion
AI-SC 5 - AI in large-scale radiology screening: opportunities, challenges, and future directions
Lectures
1
Chairperson's introduction
05:00Kostas Marias, Heraklion / GR
2
Panel discussion
45:00Valeria Panebianco, Rome / IT, Colin Jacobs, Nijmegen / NL, Elmar Kotter, Freiburg Im Breisgau / DE, Manisha Bahl, Cambridge / US
3
Q&A: Screening automation, risk or opportunity?
10:00Q&A: Screening automation, risk or opportunity?
5 min
Chairperson's introduction
Kostas Marias, Heraklion / Greece
45 min
Panel discussion
Valeria Panebianco, Rome / Italy
Colin Jacobs, Nijmegen / Netherlands
Elmar Kotter, Freiburg Im Breisgau / Germany
Manisha Bahl, Cambridge / United States
Colin Jacobs, Nijmegen / Netherlands
Elmar Kotter, Freiburg Im Breisgau / Germany
Manisha Bahl, Cambridge / United States
- To evaluate the role of AI in population-based screening and to discuss how AI improves early disease detection in large cohorts, including cost-effectiveness and workflow optimization.
- To address challenges in AI implementation and to examine barriers such as data diversity, regulatory hurdles, and integration into existing healthcare systems.
- To showcase clinical validation studies and present evidence on AI performance in real-world screening settings, including multicenter trials.
- To highlight emerging technologies (e.g., federated learning, multimodal AI) and strategies for global adoption.
10 min
Q&A: Screening automation, risk or opportunity?