AIBullisharXiv – CS AI · Mar 47/103
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MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction
Researchers introduce MIRAGE, a novel AI framework that uses knowledge graphs and electronic health records to predict Alzheimer's disease when MRI scans are unavailable. The system improves AD classification rates by 13% compared to single-modality approaches by creating synthetic representations without expensive 3D brain scan reconstruction.