DUCX: Decomposing Unfairness in Tool-Using Chest X-ray Agents

Zikang Xu, Ruinan Jin, Xiaoxiao Li

Fairness in medical agents is becoming critical as tool-using clinical AI systems orchestrate specialized vision and language modules for tasks such as chest X-ray question answeri…