19min chapter

Gradient Dissent: Conversations on AI cover image

Upgrading Your Health: Navigating AI's Future In Healthcare with John Halamka of Mayo Clinic Platform

Gradient Dissent: Conversations on AI

CHAPTER

Advancing Healthcare with AI Models and Generative AI in Medicine

The chapter explores the development and validation of AI models for healthcare, using Apple Watch data to analyze heart function as a case study. It delves into the regulatory criteria of the FDA for software as a medical device and discusses successful FDA approval for diagnostic algorithms based on wearable data. The conversation also delves into the challenges and cautious approach Mayo Clinic takes towards adopting generative AI, emphasizing importance of accurate, diverse datasets and careful evaluation of AI tools for healthcare applications.

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