Brigham Hyde: AI for Clinical Decision-Making

Brigham Hyde: AI for Clinical Decision-Making

Author: Daniel Bashir May 18, 2023 Duration: 41:43

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

Links:

* Atropos Health homepage

* Brigham’s Twitter and LinkedIn



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Hosted by Daniel Bashir, The Gradient: Perspectives on AI moves beyond surface-level headlines to explore the intricate machinery and human ideas shaping artificial intelligence. Each episode is built on a foundation of deep research, leading to conversations that are both technically substantive and broadly accessible. You'll hear from researchers, engineers, and philosophers who are actively building and critiquing our technological future, discussing not just how AI systems work, but the larger implications of their integration into society. This isn't about speculative hype; it's a grounded examination of real progress, persistent challenges, and ethical considerations from those on the front lines. The discussions peel back layers on topics like model architecture, policy, and the fundamental science behind the algorithms becoming part of our daily lives. For anyone curious about the substance behind the buzz-whether you have a technical background or are simply keen to understand a defining technology of our age-this podcast offers a crucial and thoughtful resource. Tune in for a consistently detailed and nuanced take that treats artificial intelligence with the complexity it deserves.
Author: Language: English Episodes: 100

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