Ep 23: Stanford Professor James Zou on the Economics, Regulation and Applications of AI in Healthcare

May 26, 2023

43:01

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Episode notes

Introduction

5min

How AI Medical Devices Are Regulated

6min

How the FDA Approval Process Works

4min

The Potential of Large Language Models for Healthcare

5min

The Future of Cancer Detection

3min

The Future of Early Cancer Detection

4min

The Tension Between Real World Data and Clinical Trial Data

5min

AI and the Future of Clinical Trials

3min

The Importance of Automatic Subgroup Analysis in Machine Learning Models

4min

10.

The Overhyped Use of Language Models in AI and Healthcare

2min

11.

The Most Surprising Interaction With AI

3min

00:00 intro

01:08 James’ background

04:39 regulation of AI medical devices

14:43 impact of foundation models on healthcare

19:41 the future of cancer detection

23:47 real-world control arms

35:18 AI drift

37:42 over-hyped/under-hyped

40:03 most surprising AI interaction

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