Dr. Graham Walker is an Emergency Physician and the Founder of MDCalc, a clinical decision support tool used by over 70% of U.S. physicians. He also co-founded Offcall, a platform addressing physician burnout through transparency and data-driven insights.

We dive deep into the real-world use cases of AI in hospitals—from predictive models that detect patient deterioration to generative AI scribes that free doctors from paperwork.

In this conversation, we discuss:

How MDCalc became a must-have tool for 70% of U.S. doctors,
Impact of AI scribes on physician burnout and patient care,
Risks of overreliance on AI,
Barriers to AI adoption in hospitals (privacy, cost, and trust),
The AI-powered emergency room of the future,
And much more!

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Brought to you by Autoblocks (https://www.autoblocks.ai/) — helping teams build safe, reliable, and compliant LLM-based products.

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Building with AI is a weekly podcast featuring conversations with top AI product builders and leaders. Through thoughtful dialogue, host Haroon Choudery explores how AI is reshaping industries in real-time. This season, we're diving deep into one of the most impactful and high-stakes applications of AI: healthcare.

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How to Build AI Tools That Doctors Actually Use | Dr. Graham Walker (Founder of Offcall and MDCalc)