The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective. - Thai-Hoang Pham; Jiayuan Chen 003; Seungyeon Lee 002; Yuanlong Wang; Sayoko Moroi; Xueru Zhang; Ping Zhang 016 (CoRR, 2025)