Pathophysiology of Heart Failure
Heart Failure II: Pathophysiology
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure I: Introduction
Heart Failure III: Clinical Manifestations
Imbalances in Cardiac Output
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Updated: May 5, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Lisa J Rose-Jones1, John J Rommel, Patricia P Chang
1Division of Cardiology, Department of Medicine, University of North Carolina at Chapel Hill, 160 Dental Circle, 6th Floor Burnett-Womack Building, Chapel Hill, NC 27599-7075, USA.
Heart failure with preserved ejection fraction (HFpEF) presents with heart failure symptoms but normal ejection fraction. Research is ongoing to understand HFpEF mechanisms and improve patient outcomes.
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