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AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays

arXiv — cs.CV•Tuesday, November 4, 2025 at 5:00:00 AM
PositiveArtificial Intelligence
The introduction of AdFair-CLIP marks a significant advancement in the field of medical imaging, particularly for chest X-rays. This model not only enhances the performance of contrastive language-image pre-training but also addresses critical fairness issues related to demographic biases. By focusing on race and gender disparities, AdFair-CLIP aims to improve diagnostic reliability for underrepresented groups, making it a vital step towards equitable healthcare solutions. This development is crucial as it seeks to ensure that AI technologies in medicine are both effective and fair.
— Curated by the World Pulse Now AI Editorial System
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