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Updated: Feb 11, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Visual versus fully automated assessment of left ventricular ejection fraction
Rami Mahmood Abazid1, Samah I Abohamr2,3, Osama A Smettei1
1Department of Cardiology, Cardiac Imaging, Prince Sultan Cardiac Center Qassim, King Fahad Specialist Hospital, Buraydah, Al-Qassim, Saudi Arabia.
Automated EF and visual assessment of left ventricle ejection fraction (LVEF) via echocardiography are comparable. M-mode echocardiography, however, tends to overestimate LVEF, highlighting the importance of accurate measurement techniques.
Area of Science:
- Cardiology
- Medical Imaging
- Echocardiography
Background:
- Accurate assessment of left ventricle ejection fraction (LVEF) is crucial in cardiovascular diagnostics.
- Various echocardiographic methods exist for LVEF estimation, each with potential limitations.
Purpose of the Study:
- To compare the accuracy and reliability of three common echocardiographic techniques for LVEF assessment.
- To evaluate M-mode, automated EF (Auto-EF), and visual estimation methods.
Main Methods:
- A cohort of 268 patients underwent comprehensive echocardiography.
- Left ventricle ejection fraction was measured using M-mode, Auto-EF, and visual estimation by two independent readers.
- Bland-Altman analysis and inter-observer variability were used for statistical comparison.
Main Results:
- Automated EF was feasible in 89.5% of patients.
- Visual estimation (52% ± 12) and Auto-EF (51% ± 11) showed no significant difference (P = 0.054).
- M-mode significantly overestimated LVEF compared to both visual estimation (P < 0.0001) and Auto-EF (P < 0.0001).
- Visual EF assessment demonstrated excellent inter-observer agreement (ICC = 0.953, R = 0.911).
Conclusions:
- Two-dimensional echocardiographic methods, including Biplane Auto-EF and visual assessment, provide comparable LVEF measurements.
- M-mode echocardiography consistently overestimates LVEF and should be used with caution.
- Accurate LVEF determination relies on appropriate selection of echocardiographic techniques.
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