Paula Dhiman

Five key performance metrics, including AUC, can mislead fairness evaluations by being non-collapsible, revealing hidden disparities in predictive AI assessments.

Communication style can dramatically shift triage outcomes, highlighting the risks of deploying chatbots trained on idealized patient interactions.