Pathophysiology of Heart Failure
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Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure V: Medical Management
Heart Failure II: Pathophysiology
Heart Failure III: Clinical Manifestations
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Updated: Jan 7, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Elena Vasti1,2, Jimmy Zheng2, Neil M Kalwani1,3
1Division of Cardiovascular Medicine Stanford Health Care Stanford CA USA.
Patients with heart failure with improved ejection fraction (HFimpEF) experience similar health status to those with HFpEF, despite EF recovery. Further research is needed to improve HFimpEF patient outcomes.
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