Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study

Daniel Smolyak, Arshana Welivita, Margrét V. Bjarnadóttir +1

Objective. Demographic groups are often represented at different rates in medical datasets. These differences can create bias in machine learning algorithms, with higher levels of…