Graham Walker
Healthcare AI — MDCalc & Offcall Founder — ER Doctor @ TPMG (views are my own, not employers’)
- Role
- Creator Founder at MDCalc
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Graham Walker
I live at the messy intersection of medicine, technology, and systems design. By day (and night), I’m an emergency physician in San Francisco. By vocation, I’ve spent two decades building tools like MDCalc and Offcall that millions of clinicians rely on to make better decisions at the bedside. By calling, I push health systems and health tech to confront the gap between what patients need and what our industry actually delivers. I’ve shaped AI strategy at Kaiser Permanente/The Permanente Medical Group, advised startups and policymakers, and co-authored The Physicians’ Charter for Responsible AI. My work spans clinical practice, AI, and healthcare reform—but the thread is simple: doctors and patients deserve better than the system they’ve inherited. I write, speak, and build with a bias toward action. My focus right now: • AI in medicine — building trust, designing guardrails, and ensuring algorithms serve doctors and patients, not the other way around. • System redesign — rethinking physician identity, incentives, and workflows in an era of burnout and overdiagnosis. • Health tech accountability — separating hype from impact, and calling out the contradictions that stall real progress. If you’re working on projects that sit at this crossroads—where clinical grit meets technological possibility—I want to hear about them.
Experience
Creator Founder
Jan 2005 — Present
Education
Northwestern University
Bachelor of Science (BS)
1998 — 2002
Stanford University School of Medicine
Fellowship
2011 — 2012
Stanford Medical School
MD
2003 — 2008
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