Fair text to medical image diffusion model with subgroup distribution aligned tuning
Han X, Fan F, Rong J, Li Z, Fakhri G, Chen Q, Liu X. Fair text to medical image diffusion model with subgroup distribution aligned tuning. Proceedings Of SPIE--the International Society For Optical Engineering 2025, 13411: 1341113-1341113-5. PMID: 40831669, PMCID: PMC12360154, DOI: 10.1117/12.3046450.Peer-Reviewed Original ResearchContrastive Language-Image Pre-trainingMedical imagesDistribution alignment methodsKnowledge distillation frameworkImage synthesis modelMedical image dataGender classifierDistillation frameworkAlignment lossRegularization termApplication datasetsTarget datasetRepresentation inconsistenciesAppearance distributionsPre-trainingTraining datasetClassification probabilitiesBrain magnetic resonanceFine-tuningDatasetStatus descriptionBraTS18Image dataClassifierEvaluation purposes
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