A Python toolkit (riskaudit) to audit any healthcare risk-stratification model for label-choice bias - how much real need it leaves behind when trained on cost. Reproduces the Obermeyer et al. (2019) audit; worked example on MEPS.
machine-learning reproducible-research healthcare algorithmic-bias algorithmic-fairness responsible-ai health-equity risk-stratification model-auditing label-choice-bias
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Updated
Jul 22, 2026 - Python