#disease-prediction News & Analysis

2 articles tagged with #disease-prediction. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

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.

AINeutralarXiv – CS AI · May 126/10

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Marrying Generative Model of Healthcare Events with Digital Twin of Social Determinants of Health for Disease Reasoning

Researchers develop a generative AI model that integrates social determinants of health (SDoH) with multi-organ sensor data and medical events to improve disease prediction and personalized clinical decision support. Tested on UK Biobank data spanning nearly 500,000 medical histories, the model outperforms existing autoregressive disease prediction systems by explicitly modeling socioeconomic factors alongside imaging and biomarker data.