Pathophysiology of Heart Failure
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure II: Pathophysiology
Heart Failure I: Introduction
Heart Failure III: Clinical Manifestations
Heart Failure V: Medical Management
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Updated: Apr 20, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Pierpaolo Pellicori1, John G F Cleland2
1Department of Cardiology, Hull York Medical School, Hull, UK pierpaolo.pellicori@hey.nhs.uk.
Heart failure with preserved ejection fraction (HFPEF) affects many patients and is linked to hypertension and age. While treatments may improve symptoms, none have definitively altered HFPEF prognosis.
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