Fairboard: a quantitative framework for equity assessment of healthcare models

James K. Ruffle, Samia Mohinta, Chris Foulon +5

Despite there now being more than 1,000 FDA-authorised AI medical devices, formal equity assessments -- whether model performance is uniform across patient subgroups -- are rare. H…