ChalkTalkJim: Breaking Down the Game - A Guide to the Future of Healthcare
Are you curious about how the healthcare industry is changing?
Look no further than ChalkTalkJim, the podcast that brings together experts from across the healthcare system to discuss their business models and share insights on everything from payer models to life sciences, med-tech, and health IT.
With Chalk Talk Jim, you'll learn about product and service innovation in healthcare and discover how to innovate and thrive in this complex industry. Don't be intimidated anymore – tune in to Chalk Talk Jim today and join the conversation on the future of healthcare.
ChalkTalkJim: Breaking Down the Game - A Guide to the Future of Healthcare
Zero Correct Answers: When AI Meets Raw Claims Data
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Healthcare organizations are racing to layer AI on top of their data, but what happens when that data was never designed for the questions being asked?
Ryan Leurck, Chief Analytics Officer at Kythera Health, spent years in aerospace engineering before discovering that healthcare's data quality problems run far deeper than most outsiders expect.
In this conversation, he shares research showing that large language models produced zero correct answers when applied to raw claims data, and explains why building a reliable semantic and structural foundation is the prerequisite most organizations skip. We dig into the terminology gaps between disciplines, the difference between billing data and decision-ready data, and what it actually takes to make AI useful in healthcare.