The voice of medical imaging and clinical oncology

From hype to help: delivering real-world clinical value from AI in imaging

AI Anjum Ahmed artificial intelligence

Artificial intelligence (AI) is now widely available in clinical imaging, yet its adoption into routine practice has been uneven. This article examines why regulatory clearance alone is insufficient to ensure clinical value and explores the practical considerations required for responsible AI deployment in radiology. Key themes include clinical risk assessment, local validation, explainability, workflow integration and multidisciplinary governance.

Drawing on real-world experience, the article highlights how trust, usability, and standards-based interoperability influence adoption among radiologists, radiographers and medical physicists. The discussion concludes by outlining emerging trends in collaborative and agentic AI systems, emphasising the importance of aligning innovation with patient safety, clinical oversight and long-term service sustainability.

To download and read this article as a pdf please sign up to our newsletter.

The content on this page is provided by the individuals concerned and does not represent the views or opinions of RAD Magazine.

Read more scientific articles

Exploring factors influencing TVUS acceptance among ethnic minority and white British women in the UK

Transvaginal ultrasound (TVUS) is a pivotal diagnostic tool in gynaecology, offering high accuracy in detecting pelvic pathologies. Despite its clinical efficacy, TVUS faces significant acceptance barriers, particularly among ethnic minority women in the UK. This mixed-methods study investigates cultural, informational and gender-based factors influencing TVUS acceptance across diverse ethnic groups. Twelve women from varied ethnic […]

Nargis Begum

Nargis Begum

Royal Stoke University Hospital

Read Article

The ultrasound appearances of non-tubal ectopic pregnancies

This article provides a comprehensive overview of the ultrasound characteristics of non-tubal ectopic pregnancies, which account for approximately five per cent of all ectopic pregnancies. Unlike tubal ectopics, non-tubal variants pose greater diagnostic challenges and carry increased risks of morbidity and mortality due to delayed recognition. The author emphasises the importance of a systematic transvaginal […]

Naomi Page

Dr Naomi Page

The Hurley Group, London

Read Article

From nuclear medicine to molecular imaging in 40 years

The history of nuclear medicine as a clinical discipline roughly maps on to my lifetime, and that of radiology as a whole on to the lives of my older relatives.My grandmother’s birth (1898) coincides with the Curies’ first isolation of radium, and my mother’s (1936) with the first human studies with cyclotron-produced radionuclides, sodium-24 and […]

Prof Phil Blower

Professor Phil Blower

King’s College London

Read Article

Stay up to date with
RAD Magazine

Sign up for our newsletter.

We care about your data. Read our privacy policy.