HEAL: Framework for health equity assessment of machine learning performance (blog.research.google)

Google researchers propose HEAL, a four-step framework to assess whether machine learning models in healthcare reduce pre-existing health disparities rather than merely achieving equal performance across populations. The framework measures ML mode...