MCRAGE: Synthetic Healthcare Data for Fairness

1 code implementation • 27 Oct 2023 • Keira Behal, Jiayi Chen, Caleb Fikes, Sophia Xiao

Machine learning models trained on class-imbalanced EHR datasets perform significantly worse in deployment for individuals of the minority classes compared to those from majority classes, which may lead to inequitable healthcare outcomes for minority groups.

Denoising Fairness +1