Knowledge Graph Augmented Large Language Models for Disease Prediction.
By: Ruiyu Wang, Tuan Vinh, Ran Xu, Yuyin Zhou, Jiaying Lu, Carl Yang, Francisco Pasquel
Published: 2025-12-28
View on arXiv →#cs.AI#Knowledge Graphs#LLM#Healthcare#Disease Prediction#Neuro-symbolic AI#Graph Neural Networks#RAGHealthcareInsurancePharmaceuticalsTelemedicineHealthTech
Abstract
This paper explores the integration of knowledge graphs with large language models to enhance the accuracy and interpretability of disease prediction. By leveraging structured medical knowledge, the proposed approach improves diagnostic capabilities and offers more reliable health insights for clinical applications.
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