Current Topics in Learning and Development in Radiology: AJR Expert Panel Narrative Review

Area of Science:

• Medical Education
• Radiology
• Professional Development

Background:

• Radiology learning and development are impacted by rising imaging volumes, workforce shortages, subspecialization, and hybrid practice models.
• These pressures reduce protected time for essential training activities like case-based teaching and deliberate practice.
• Emerging educational platforms and AI present both opportunities and challenges for professional growth.

Purpose of the Study:

• To examine how converging trends are reshaping radiology learning and development.
• To provide consensus guidance for enhancing educational quality and diagnostic excellence.
• To support professional growth in contemporary radiology practice.

Main Methods:

• Expert Panel Narrative Review.
• Analysis of current trends in radiology education.
• Synthesis of challenges and opportunities in professional development.

Main Results:

• Increased demands on radiologists' time threaten traditional educational methods.
• Virtual and asynchronous platforms offer wider access but pose engagement and quality control issues.
• Generative AI and large language models introduce new educational tools alongside concerns about accuracy and bias.

Conclusions:

• Converging trends necessitate adaptation in radiology learning and development.
• Guidance is needed to strengthen educational quality amidst practice changes.
• Sustaining diagnostic excellence requires proactive strategies for professional growth.