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Muhammad Osama Khan

2 accepted papers

2024

FairCLIP: Harnessing Fairness in Vision-Language Learning

CVPR 2024poster

Fairness is a critical concern in deep learning especially in healthcare where these models influence diagnoses and treatment decisions. Although fairness has been investigated in the vision-only domain the fairness of medical vision-language (VL) models remains unexplored due to the scarcity of med…

2024

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

ECCV 2024poster

"Addressing fairness in artificial intelligence (AI), particularly in medical AI, is crucial for ensuring equitable healthcare outcomes. Recent efforts to enhance fairness have introduced new methodologies and datasets in medical AI. However, the fairness issue under the setting of domain transfer i…