When Pixels Speak: Foundation Models for True Imaging Intelligence in Medicine
Foundation models are redefining how we interpret medical images - shifting from task-specific algorithms to general-purpose systems that integrate vision, language, and clinical context. This keynote will explore the evolution of these models, their current impact on radiology and multimodal diagnostics, and the challenges and opportunities they present. Through real-world examples, academic insights, and a live demo, we’ll examine what makes foundation models different, why healthcare must engage now, and how academic medicine can shape their future.
Objectives
Explain how foundation models differ from traditional AI approaches and their significance in medical imaging
Assess the practical applications, limitations, and emerging trends of foundation models in clinical contexts
Discuss the strategic role of academia and healthcare leaders in guiding the responsible development and use of foundation models
Speaker
Khan M. Siddiqui, MD
Executive Chairman and Chief Executive Officer
HOPPR