Latest / Research Insights, a Society of Actuaries Podcast
Evaluating Representativeness in Healthcare Claims Data: A Framework for AI Fairness in Actuarial Applications
In this episode of the Research Insights Podcast, Lisa Schilling, Director of Practice Research at the Society of Actuaries Research Institute, speaks with Dr. Rob Lieberthal, lead author of Evaluating Representativeness in Healthcare Claims Data: A Framework for Representativeness-Based Fairness in Actuarial Applications of AI.
Their discussion explores why strong overall model performance does not necessarily mean an AI or machine learning model performs equitably across populations. Dr. Lieberthal explains how gaps in healthcare claims data can affect rural, lower-income, underdiagnosed…
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