#personalized-medicine News & Analysis

3 articles tagged with #personalized-medicine. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · 3d ago6/10

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Can Broad Biomedical Knowledge be Contextualized into Scenario-Grounded Propositions?

Researchers introduce SCENE, a multi-agent AI framework that transforms general biomedical knowledge into specific, evidence-supported hypotheses grounded in experimental data. The system successfully identifies patient subgroups with different treatment responses in clinical trials and context-specific biological responses in genomic studies, bridging the gap between broad theoretical knowledge and actionable dataset-specific insights.

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.

AINeutralarXiv – CS AI · Apr 156/10

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A longitudinal health agent framework

Researchers propose a multi-layer AI agent framework designed to support longitudinal health tasks over extended periods, addressing critical gaps in current implementations around user intent, accountability, and sustained goal alignment. The framework emphasizes adaptation, coherence, continuity, and agency across repeated interactions, offering guidance for developing safer, more personalized health AI systems that move beyond isolated interventions.