Signal and Symptoms Podcast
Three healthcare AI experts who've watched millions wasted on failed projects. Dr. Harvey Castro, Dr. Junaid Kalia, Edward Marx, and various experts cover all things healthcare AI - from digital transformation to clinical reality.
Every Tuesday, we diagnose real failures, reveal what actually works, and help you avoid the expensive mistakes we've seen repeated everywhere.
Because when AI decisions affect patient care, getting it right isn't optional.
Episode 21: What If Better Patient Care Actually Cost Less? The AI Reality
The future of AI-enabled care is massive and available, but the question remains: will we be the ones leading it?
Episode 22: 15 Healthcare Leaders Predict 2026: AI Will Transform Care (Or Collapse Under Bureaucracy)
AI tools are proliferating across hospitals, but can healthcare systems integrate them effectively?
Episode 23: Is Healthcare Sustainable Without AI?
The most dangerous assumption in healthcare AI today is that we have time to "wait and see" how tools develop.
Episode 24: Why Are Junior Researchers Outperforming Gene Editing Experts?
Drug development today forces patients to fit standard medications—but what if we could reverse that paradigm and design treatments tailored to each patient's unique biology?
Episode 25: Why Physician Innovators Matter Now—And How to Become One
AI transformation in healthcare isn't something happening to physicians—it's an evolution physicians can actively shape and lead.
Episode 26: What FDA's Step Back Means in Building Credibility
The FDA stepped back. Now, organizational governance is the only thing standing between innovation and liability.
Episode 27: Why Only Doctors Can Fix What's Broken
The path forward isn't just surviving a broken system—it’s reclaiming our roles as primary stakeholders and system architects through a unified, "Doctor-to-Doctor" movement.
Episode 28: Why Healthcare AI Startups Fail—Microsoft Global Health Leader Reveals the Fix
Why do brilliant healthcare products fail before they ever reach patients?
Episode 29: How a 200-Year-Old Hospital Is Adapting to an AI-Driven World
What happens when a 200-year-old safety-net hospital decides it's had enough of losing revenue to insurance denials and uses AI to fight back?
Episode 30: What Your Anxiety About AI in Healthcare Is Really Telling You
Global anxiety about AI and jobs is at its peak. And the data suggests people are right to feel it. But this episode isn't a warning. It's a diagnosis.
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