AI RESEARCH

FAST-CAD: A Fairness-Aware Framework for Non-Contact Stroke Diagnosis

arXiv CS.AI

ArXi:2511.08887v4 Announce Type: replace-cross Stroke is an acute cerebrovascular disease, and timely diagnosis significantly improves patient survival. However, existing automated diagnosis methods suffer from fairness issues across graphic groups, potentially exacerbating healthcare disparities. In this work we propose FAST-CAD, a theoretically grounded framework that combines domain-adversarial