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Updated: Jan 26, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Raffaele Martone1, Niccolò Marchionni, Francesco Cappelli
1Careggi University Hospital, Cardiovascular and Thoracic Department. cappellifrancesco@inwind.it.
Heart failure with mid-range ejection fraction (HFmrEF) may be a distinct condition, presenting an intermediate phenotype. Further research is needed to clarify its unique pathophysiology and optimal treatments.
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