Fairness-Aware Fine-Tuning of Vision-Language Models for Medical Glaucoma Diagnosis

Zijian Gu, Yuxi Liu, Zhenhao Zhang +1

Vision-language models achieve expert-level performance on medical imaging tasks but exhibit significant diagnostic accuracy disparities across demographic groups. We introduce fai…