AI RESEARCH

FairMed-XGB: A Bayesian-Optimised Multi-Metric Framework with Explainability for Demographic Equity in Critical Healthcare Data

arXiv CS.AI

ArXi:2603.14947v1 Announce Type: cross Machine learning models deployed in critical care settings exhibit graphic biases, particularly gender disparities, that undermine clinical trust and equitable treatment. This paper