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#medical-prediction News & Analysis

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

2 articles
AIBullisharXiv โ€“ CS AI ยท Mar 36/103
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Knowledge Graph Augmented Large Language Models for Disease Prediction

Researchers developed a knowledge graph-guided chain-of-thought framework that uses large language models for disease prediction from electronic health records. The approach outperformed classical baselines and showed strong zero-shot transfer capabilities, with clinicians preferring the AI-generated explanations for their clarity and relevance.

AIBullisharXiv โ€“ CS AI ยท Feb 276/106
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Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion

Researchers developed a hybrid system combining machine learning ensembles with large language models for heart disease prediction, achieving 96.62% accuracy. The study found that traditional ML models (95.78% accuracy) outperformed standalone LLMs (78.9% accuracy), but combining both approaches yielded the best results for clinical decision-support tools.