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Prediction of heart failure 1 year before diagnosis in general practitioner patients using machine learning algorithms: a retrospective case-control study.

Frank C BennisMark HoogendoornClaire AussemsJoke C Korevaar
Published in: BMJ open (2022)
This study created a model able to identify patients with pending HF a year before diagnosis.
Keyphrases
  • heart failure
  • end stage renal disease
  • ejection fraction
  • newly diagnosed
  • chronic kidney disease
  • machine learning
  • peritoneal dialysis
  • deep learning
  • atrial fibrillation
  • patient reported outcomes