The Potential for AI and ML Approaches

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