EUROPEAN SOCIETY OF NEURORADIOLOGY DIAGNOSTIC AND INTERVENTIONAL

Dear ESNR Members,

We are conducting a short survey on the integration of artificial intelligence in medical imaging and would greatly value your input.

The survey uses the Kano method to understand how you perceive various AI tool functionalities in clinical practice. Specifically, we are interested in whether you would view certain AI features as basic expectations, attractive, indifferent, or even unlikable if they were (or were not) available at your clinical site or within your workflow.

Your responses will help inform the AI research community and industry about which features radiologists and radiographers actually value, helping to guide more relevant and useful development in the coming years. The survey also includes a few brief statements about the current and future role of AI in radiology.

Survey details

• Target group: Radiologists and radiographers
• Time to complete: 10-12 minutes
• Survey link: https://1ka.arnes.si/AI-Radiology
• Closing date: 31 August 2026

All responses are anonymous, and the project has received low-risk ethical approval.

We would be very grateful for your participation. Your insights will contribute meaningfully to the future direction of our professions in the age of AI.

Thank you for your time and valuable clinical insights!

Kind regards,
Jaka Potočnik
Assistant Professor and Researcher, UCD School of Medicine

On behalf of the research team:
Dr. Damjan Fujs, University of Ljubljana, Faculty of Computer and Information Science
Prof. Louise Rainford, UCD School of Medicine
Prof. Ronan P Killeen, UCD School of Medicine