Episode 28: Using AI to Find Rare Cancers

What happens when a blood test shows circulating cancer DNA—but no doctor can find the tumor? Or when a child spends five years being tested, hospitalized, and medicated for a condition that could have been diagnosed in days?

Pete Martinez has spent 12 years building AI systems that help geneticists and doctors find answers faster. His platform has already helped 162,000 patients get more accurate diagnoses, including rare cancers that would otherwise take years to identify.

In this conversation, Pete breaks down the four critical points where AI is transforming cancer care—from predisposition screening to personalized treatment. He shares the story of a little girl who endured years of biopsies and hospital stays for an "autoimmune liver disease" that was actually solved by changing her diet. And he explains why you should walk away from any doctor who dismisses your request for genetic testing.

If you've ever wondered whether AI could help you get answers faster—or felt dismissed when asking for more comprehensive testing—this episode delivers the knowledge you need to advocate for yourself.

Leading your team through an AI rollout?

Joelle K

Joelle K

I'm a 54 year old former CMO/CRO and generational breast cancer survivor. My early cancer experiences shaped my personal and professional philosophy to continuously cultivate an approach that adjusts to whatever curveball shows up. And we know, curveballs are constant, especially in midlife with aging parents, maturing kids (if you have kids), and opportunities to focus on new goals for our next 50 years. I have a book being released in January - Crushing the Cancer Curveball, A Veteran's Guide for the Newly Diagnosed. While no one wants cancer, 1 in 2 Americans and 1 in 4 people worldwide will face cancer in their lifetimes. There's an alternative narrative to the terror, anger and fear that accompanies a diagnosis - a narrative that spawns compassion, confidence, and even joy. I'd love to talk about it with you and your audience.

More about Joelle K