A statistical framework for identifying subgroup vulnerability to predictive multiplicity in clinical AI

Enock Adu Bonsu

AI models trained on the same data can disagree about patient risk, with disagreement potentially concentrated in clinically important subgroups. We propose V(S), a statistically g…