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 29, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Scott L Hummel1, Dalane W Kitzman2
1Department of Internal Medicine, Section of Cardiovascular Medicine, University of Michigan School of Medicine ; Ann Arbor Veterans Affairs Health System, Ann Arbor, MI.
Heart failure with preserved ejection fraction (HFPEF) affects older adults and is rising. New research suggests oxidative stress and inflammation play key roles, opening doors for novel HFPEF therapies.
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