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Updated: Feb 14, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Donato Mele1, Giovanni Andrea Luisi1, Marianna Nardozza1
1Centro Cardiologico Universitario e LTTA Centre, Università degli Studi, Ferrara.
The European Society of Cardiology classifies heart failure by left ventricular ejection fraction (LVEF). This article examines the characteristics and prognosis of the mid-range LVEF group, questioning its distinct category status.
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