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 31: The Data Problem That Healthcare Can't Ignore
What happens when the data behind AI doesn't actually reflect the patients it's meant to help?
Episode 32: Data Diversity Is the New Standard for Clinical Safety (Here’s Why)
When 71% of training data for FDA-approved AI comes from just three states, geographic bias shifts from a technical oversight to a direct clinical liability.
Episode 33: AI Is In Healthcare—So Why Isn't It Working?
The overarching signal is: we're early, it's messy, and the people closest to the work know it best.
Episode 34: The Treatment Exists But Why Aren't Patients Getting It?
What if the real barrier to better patient outcomes isn't the medicine — it's the infrastructure to prescribe it well?
Episode 35: How Ultrasound Frequencies Enable Early Intervention and Save Lives
What if the difference between a late diagnosis and a successful intervention was simply how we decode the signals of a sound wave?
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