Anjum Ahmed

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

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 […]