Wired for Change

How Canada Can Lead in Medical AI—Talent, Data, and Urgency

Wired for Change

Show Notes

Canada has the potential to lead in medical AI—but leadership won’t be decided by technology alone. In this episode of Wired for Change, Amy Yee sits down with Dr. Khaled El Emam to explore what it will really take to move medical AI from promise to practice. Drawing on real-world deployments in Canadian healthcare, they unpack why talent, data, and urgency—not hype—are now the deciding factors. This conversation covers: Where medical AI is already delivering real impact

Why deployment lags behind technical capability

How trust, transparency, and responsible data use enable scale

What Canada risks by moving too slowly—and what it gains by acting now

Grounded, pragmatic, and optimistic, this episode is about leadership, legitimacy, and why the window to act is open—but narrowing. Find out more about OMARI: https://www.uottawa.ca/faculty-medicine/research-and-innovation/ottawa-medical-ai-research-institute-overview Find out more about Amy Yee: www.amyeyee.com

Chapters: 00:00 – Why medical AI feels urgent right now 02:05 – AI isn’t new, but the moment has changed 04:50 – Where medical AI is already in use 07:45 – System efficiency and clinician burden 10:15 – Why healthcare innovation is hard to deploy 12:30 – Competitiveness, dependency, and local models 15:05 – Moving from analysis to action 17:40 – Data access as opportunity and constraint 20:10 – Canadian examples of AI in practice 24:05 – AI scribes and clinician sustainability 26:45 – Patient-facing tools and informed decisions 29:40 – Risks of generic AI tools 31:50 – What enables successful deployment 34:30 – Who pays for medical AI? 36:45 – Why stories and trust matter 39:10 – Public legitimacy and social license 42:00 – Talent as a competitive advantage 45:15 – Multidisciplinary leadership and optimism 48:50 – Entrepreneurship and real-world impact 53:10 – IP, innovation, and staying ahead 57:40 – Competing without the biggest budget 01:01:50 – Compute, regulation, and urgency 01:06:10 – Practical privacy and de-identification 01:11:40 – Toward national standards 01:15:30 – What’s driving optimism 01:19:00 – Closing reflections

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