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Arxiv

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Image Credit: Arxiv

Prediction of 30-day hospital readmission with clinical notes and EHR information

  • High hospital readmission rates are associated with significant costs and health risks for patients.
  • Predictive models are crucial in supporting clinicians to determine patient hospital readmissions within a short period.
  • Combining clinical notes and electronic health records (EHRs) helps in predicting 30-day hospital readmissions.
  • A graph neural network (GNN) is used to integrate both information sources, achieving an AUROC of 0.72 and a balanced accuracy of 66.7%.

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