Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure VI: Adjunct Therapies
Heart Failure V: Medical Management
Heart Failure II: Pathophysiology
Heart Failure VII: Nursing Interventions
Pathophysiology of Heart Failure
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Updated: Mar 12, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Sanjiv J Shah1, Rebecca Cogswell2, John J Ryan3
1Department of Medicine, Division of Cardiology, Northwestern University Feinberg School of Medicine, 676 N. St. Clair St., Suite 600, Chicago, IL, 60611, USA. sanjiv.shah@northwestern.edu.
Specialized heart failure with preserved ejection fraction (HFpEF) clinics can improve diagnosis and care for these complex patients. These programs are crucial for standardized treatment and increasing clinical trial enrollment for HFpEF.
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