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From population- to patient-based prediction of in-hospital mortality in heart failure using machine learning.

Sebastian KönigVincent PellissierSven HohensteinJohannes LeinerAndreas Meier-HellmannRalf KuhlenGerhard HindricksAndreas Bollmann
Published in: European heart journal. Digital health (2022)
Machine learning-based processing of administrative data enables the creation of well-performing prediction models for in-hospital mortality in heart failure patients.
Keyphrases
  • heart failure
  • machine learning
  • big data
  • electronic health record
  • artificial intelligence
  • left ventricular
  • ejection fraction
  • atrial fibrillation
  • cardiac resynchronization therapy
  • acute heart failure