The Gradient
The Gradient: Perspectives on AI
Brigham Hyde: AI for Clinical Decision-Making
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Brigham Hyde: AI for Clinical Decision-Making

On how machine learning can help deliver actionable information and positive outcomes in healthcare.

In episode 72 of The Gradient Podcast, Daniel Bashir speaks to Brigham Hyde.

Brigham is Co-Founder and CEO of Atropos Health. Prior to Atropos, he served as President of Data and Analytics at Eversana, a life sciences commercialization service provider. He led the investment in Concert AI in the oncology real-world data space at Symphony AI. Brigham has also held research faculty positions at Tufts University and the MIT Media Lab.

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Outline:

  • (00:00) Intro

  • (01:55) Brigham’s background

  • (06:00) Current challenges in healthcare

  • (12:33) Interpretablity and delivering positive patient outcomes

  • (17:10) How Atropos surfaces relevant data for patient interventions, on personalized observational research studies

  • (22:10) Quality and quantity of data for patient interventions

  • (27:25) Challenges and opportunities for generative AI in healthcare

  • (35:17) Database augmentation for generative models

  • (36:25) Future work for Atropos

  • (39:15) Future directions for AI + healthcare

  • (40:56) Outro

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The Gradient
The Gradient: Perspectives on AI
Deeply researched, technical interviews with experts thinking about AI and technology.