Pathophysiology of Heart Failure
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure I: Introduction
Heart Failure II: Pathophysiology
Heart Failure VII: Nursing Interventions
Heart Failure III: Clinical Manifestations
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Updated: Sep 29, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Anna V Subramaniam1, Susan A Weston2, Jill M Killian2
1Department of Medicine (A.V.S.), Mayo Clinic, Rochester, MN.
Advanced heart failure (HF) affects over 11% of patients within six years of diagnosis. Developing advanced HF significantly increases hospitalization and mortality risks, highlighting the need for early intervention.
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