From Theory to Practice: GenAI Skills for Radiologists (2025)
Course Overview

Generative AI (GenAI) is rapidly entering radiology, yet many radiologists lack clear, practical guidance for its clinical use. This session is designed to provide a realistic overview of GenAI’s applications and limitations in everyday radiology practice. Through focused lectures and live interaction using Poll Everywhere, participants will learn about the fundamentals of GenAI models, effective prompting strategies for large language models, and practical considerations for deploying diffusion models in clinical settings. By the end of the session, attendees will be better prepared to assess and incorporate GenAI tools into their research and clinical workflows.

This course contains interactive questions throughout the video. These questions are optional and do not require a passing score to earn CME credit. To earn CME credit, participants must watch the full length of the recording and complete the course evaluation.

For ongoing education and resources, please visit RSNA Course Catalog.

Content Areas (Codes):
The following Content Areas will be printed on the certificate for this course:

  • Artificial Intelligence
  • Informatics

Learning Objectives:

  • Describe the foundational principles of generative AI and their specific applications in radiology.
  • Apply effective prompting techniques for large language models to support research and clinical workflows.
  • Assess practical strategies for translating diffusion models and other GenAI tools from research into routine radiological practice.

This enduring material is estimated to take 1 hour to complete.

Start Date: 3/18/2026
End Date for CME Eligibility/Online Expiration Date: 3/17/2029

This educational activity was originally presented at the RSNA 2025 Annual Meeting and Scientific Assembly.

Faculty:

  • Lisa Adams, MD, PhD
  • Keno Bressem, MD
  • Isabel Molwitz, MD
  • Anna Zapaishchykova, MSc

Planners:

  • Jenny T. Bencardino, MD
  • Guillermo Elizondo-Riojas, MD, PhD
  • Marta E. Heilbrun, MD
  • Ayden Jacob, MD, MSc
  • Bertram J. Stemmler, MD
  • Meike W. Vernooij, MD
  • Grace G. Zhu, MD

Disclosure Statements:
RSNA controls the planning, development, and delivery of this CME activity and will strictly adhere to the Standards for Integrity and Independence in Accredited Continuing Education established by the Accreditation Council for Continuing Medical Education (ACCME).

Listed below are all the financial relationships provided by individuals in a position to influence and/or control CME activity content. All financial relationships listed for these individuals have been mitigated. Please note that any individuals not listed below have reported no financial relationships (currently or within the past 24 months). The ACCME defines any ineligible companies as “those whose primary business is producing, marketing, selling, re-selling, or distributing healthcare, products used by or on patients."

Faculty:

  • None of the faculty for this educational activity have relevant relationships with ineligible companies to disclose.

Planners:

  • Ayden Jacob, MD, MSc :Consultant, Aidoc.

Accreditation and Designation Statements:
The Radiological Society of North America (RSNA) is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians.

RSNA designates this enduring material activity for a maximum of 1.00 AMA PRA Category 1 Credit™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

CME Credit Information:
To earn CME credit, participants must watch the full length of the recording and complete the course evaluation.

Price:
Non-Member/Basic Member Rate: $55.00
Standard Member/Full Access Member Rate: $0.00

Refund / Exchange Policy:
RSNA will not issue any refunds or exchanges for online only versions of educational products or activities purchased online. Please review the entire product or activity description prior to purchase.

RSNA Disclaimer:
The opinions or views expressed in this activity are those of the presenters and do not necessarily reflect the opinions, recommendations or endorsement of the RSNA. Participants should critically appraise the information presented and are encouraged to consult appropriate resources for information surrounding any product or device mentioned. Information presented, as well as publications, technologies, products and/or services discussed, are intended to inform the learner about the knowledge, techniques, and experiences of RSNA faculty who are willing to share such information with colleagues. The RSNA disclaims any and all liability for damages to any individual user for all claims which may result from the use of said information, publications, technologies, products and/or services, and events.

Summary
Availability:
On-Demand
Expires on Mar 17, 2029
Cost:
Basic: $55.00
Standard: $0.00
Full Access: $0.00
Member-in-training: $0.00
Non-Member: $55.00
Credit Offered:
1 CME Credit