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Readmission Risk Trajectories for Patients With Heart Failure Using a Dynamic Prediction Approach: Retrospective Study.

Wei JiangSauleh SiddiquiSean L BarnesLili A BarouchFrederick K KorleyDiego A MartinezMatthew ToerperStephanie M CabralEric HamrockScott Levin
Published in: JMIR medical informatics (2019)
Dynamically predicting readmission and quantifying trends over patients' hospital stay illuminated differing risk trajectory groups. Identifying risk trajectory patterns and distinguishing predictors may shed new light on indicators of readmission and the isolated effects of the index hospitalization.
Keyphrases
  • end stage renal disease
  • healthcare
  • ejection fraction
  • chronic kidney disease
  • newly diagnosed
  • depressive symptoms
  • emergency department