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Disease progression in chronic heart failure is linear: Insights from multistate modelling.

Syed KazmiChandrasekhar KambhampatiAlan S RigbyJohn G F ClelandKhurram S KazmiJoe CuthbertPierpaolo PellicoriAndrew L Clark
Published in: European journal of heart failure (2024)
A multistate Markov chain model for patients with chronic HF suggests that the proportion of patients transitioning each year from a given state to another remains constant. This finding suggests that the course of HF at a population level is more linear than is commonly supposed and predictable based on current patient status.
Keyphrases
  • ejection fraction
  • end stage renal disease
  • newly diagnosed
  • prognostic factors
  • peritoneal dialysis
  • case report
  • heart failure
  • acute heart failure
  • atrial fibrillation
  • neural network