UPM Innovation: The next Frontier

In this UPM Innovation podcast episode, Kinda Chebib speaks with Dr Luc Rotenberg, Sylvie Davila, and Mickael Tardy about AI in cancer diagnosis. The episode opens with the broader shift highlighted at NVIDIA GTC, from standalone models toward multimodal systems, workflow-aware AI, and real-world deployment. The conversation then explores how AI is reshaping image interpretation, why the path from suspicion to confirmation remains the real test of diagnostic value, and how multimodal systems, intelligent workflows, and future technologies may define the next phase of cancer care. It also examines the regional dimension of deployment, from Europe’s mature screening environments to Saudi Arabia’s evolving digital-health and system-integration landscape, where healthcare is a central pillar of Vision 2030, and asks what it will take to turn technical progress into diagnostic systems that are clinically useful, trusted, and scalable in practice.