People-Centred Medical Image Analysis

This paper presents PecMan, a human-AI framework for medical image analysis that optimizes fairness, diagnostic accuracy, and workflow effectiveness. It addresses limited clinical adoption of AI by ensuring fair performance across diverse patient populations and seamless workflow integration through a dynamic gating mechanism.