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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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1
Introduction
00:00 • 5min
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2
How AI Medical Devices Are Regulated
04:39 • 6min
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3
How the FDA Approval Process Works
10:36 • 4min
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4
The Potential of Large Language Models for Healthcare
14:43 • 5min
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5
The Future of Cancer Detection
19:48 • 3min
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6
The Future of Early Cancer Detection
22:19 • 4min
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7
The Tension Between Real World Data and Clinical Trial Data
26:09 • 5min
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8
AI and the Future of Clinical Trials
30:49 • 3min
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9
The Importance of Automatic Subgroup Analysis in Machine Learning Models
33:20 • 4min
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10
The Overhyped Use of Language Models in AI and Healthcare
37:18 • 2min
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11
The Most Surprising Interaction With AI
39:42 • 3min
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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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