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Hospital readmission risk prediction based on claims data available at admission: a pilot study in Switzerland.

Beat BrünggerEva Blozik
Published in: BMJ open (2019)
Based on the results of our study, it is not promising to invest resources in large-scale studies for the development of prediction tools for hospital readmissions based on health insurance claims data available at admission. The data proved appropriate to investigate the occurrence of hospitalisations and subsequent readmissions, but we did not find evidence for the potential of a clinically helpful prediction tool based on patient-sided variables alone.
Keyphrases
  • health insurance
  • electronic health record
  • affordable care act
  • emergency department
  • big data
  • healthcare
  • risk assessment
  • adverse drug
  • machine learning
  • case report
  • acute care
  • data analysis
  • deep learning
  • case control