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Multimodal Cross-Device and Marker-Free Co-Registration of Preclinical Imaging Modalities
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AI Integration in Medical Imaging Education: A Nationwide Cross-Sectional Survey

Wuni Abdul-Razak1, Mawuli Deku2, Eric Akpabli3

  • 1Department of Radiology and Medical Imaging, Fatima College of Health Sciences, Al Ain, UAE, fchs.ac.ae.

Radiology Research and Practice
|July 12, 2026
PubMed
Summary

Artificial intelligence (AI) is increasingly integrated into medical imaging (MI) curricula nationwide. While over half of respondents reported AI incorporation, awareness varied significantly across institutions, highlighting a need for standardized training.

Keywords:
artificial intelligenceclinical practicedeep learningeducational curriculummachine learningneural networks

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