Usman Naseem

Intersectional fairness in vision-language models for medical image disease classification

Medical artificial intelligence (AI) systems, particularly multimodal vision-language models (VLM), often exhibit intersectional biases, with models systematically less confident in diagnosing marginalised patient subgroups and producing higher rates of missed diagnoses. Current...