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Pathophysiology of Heart Failure
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Updated: Aug 12, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Simon Wernhart1, Maria Papathanasiou1, Tienush Rassaf1
1University Hospital Essen, University Duisburg-Essen, West German Heart- and Vascular Center, Department of Cardiology and Vascular Medicine, Hufelandstrasse 55, 45147 Essen, Germany.
Heart failure with preserved ejection fraction (HFpEF), mildly reduced ejection fraction (HFmrEF), and reduced ejection fraction (HFrEF) do not show distinct cardiopulmonary exercise testing (CPET) profiles. CPET variables may help better define heart failure phenotypes beyond ejection fraction categories.
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