AI education learning objectives in radiography mapped to knowledge, skills, and competences

New analysis of AI learning objectives in radiography curricula reveals three themes — Knowledge, Skills, Competencies — spanning 15 subthemes, from patient safety to coding AI, highlighting need for role-based education.

• The systematic review found no unified framework; learning outcomes varied widely.
• Education should be embedded in existing structures and tailored to specific AI-related roles.

Automated summary

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