Article

Domain Knowledge Augmented Contrastive Learning on Dynamic Hypergraphs for Improved Health Risk Prediction

2025-01-19

Abstract excerpt

Accurate health risk prediction is crucial for making informed clinical decisions and assessing the appropriate allocation of medical resources. While recent deep learning based approaches have shown great promise in risk prediction, they primarily focus on modeling the sequential information in Electronic Health Records (EHRs) and fail to leverage the rich mobility interactions among health entities. As a result,...

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Literature Corpus work: 84c82c73-1e03-5744-93c3-ee1ccf4cd129
DOI: 10.1101/2025.01.18.25320096

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