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Updated: May 28, 2026

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Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Left Ventricular Ejection Fraction in Heart Failure-A Parameter to Be Discontinued?
Inês Freire1, Manuel Vaz da Silva2
1Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal.
Journal of Clinical Medicine
|May 27, 2026
Summary
Left ventricular ejection fraction (LVEF) is crucial for heart failure diagnosis and treatment, but its limitations spark debate. This review examines LVEF
Area of Science:
- Cardiology
- Clinical Medicine
- Medical Research
Background:
- Heart failure (HF) presents a significant global health challenge.
- Left ventricular ejection fraction (LVEF) is a cornerstone in HF diagnosis, treatment, and research.
- Current HF classification and understanding heavily rely on LVEF thresholds.
Purpose of the Study:
- To critically evaluate the advantages and current relevance of LVEF in heart failure.
- To explore the limitations and controversies surrounding the use of LVEF.
- To discuss emerging alternatives and future directions for HF classification and assessment.
Main Methods:
- Literature review and critical analysis of existing research on LVEF in heart failure.
- Examination of current international HF guidelines and their reliance on LVEF.
- Exploration of novel classification systems, systolic function metrics, imaging, and AI/ML applications.
Main Results:
- LVEF remains a fundamental metric in HF clinical trials and guideline-directed therapy.
- Growing evidence highlights LVEF's limitations in fully characterizing HF heterogeneity and prognosis.
- Alternative and complementary methods for HF assessment are under active investigation.
Conclusions:
- While LVEF has historical and clinical importance, its limitations necessitate a broader approach to HF assessment.
- Future HF classification may integrate novel biomarkers, advanced imaging, and machine learning for improved patient stratification.
- A paradigm shift beyond LVEF is likely required for comprehensive HF management and research.
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