Fairboard: a quantitative framework for equity assessment of healthcare models

This research introduces Fairboard, a framework for equity assessment of AI medical devices, evaluating 18 brain tumour segmentation models. It reveals that patient-specific clinical factors explain more performance variance than model choice, highlighting the need for more robust equity assessments in AI healthcare.