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Rob Lieberthal

Rob Lieberthal

Rob Lieberthal, PhD is a strategic health economist and Principal Health Economist & Group Lead at MITRE, and founder of Lieberthal & Associates, specializing in healthcare AI/ML, value-based care, and modeling/analytics.

Aug 21, 2026

Research Insights, a Society of Actuaries Podcast

Research Insights, a Society of Actuaries Podcast

Evaluating Representativeness in Healthcare Claims Data: A Framework for AI Fairness in Actuarial Applications

Aug 21 · 20m

Lisa SchillingHOST
3:33
How about if you just walk us through that?
Rob Lieberthal
Rob LieberthalGUEST
3:36
Sure.
Rob Lieberthal
Rob LieberthalGUEST
3:36
Absolutely.
Rob Lieberthal
Rob LieberthalGUEST
3:37
We really wanted something that practitioners could actually use.
Rob Lieberthal
Rob LieberthalGUEST
3:40
It's...
Rob Lieberthal
Rob LieberthalGUEST
3:41
I like to produce useful things.
Rob Lieberthal
Rob LieberthalGUEST
3:42
So the three-stage framework follows essentially the whole life cycle of an AI model.

10 MINS LATER

Lisa SchillingHOST
13:56
It's giving you information so that you can decide whether that is appropriate for you, and same goes for the model.

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