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Updated: Feb 15, 2026

Evaluation of Left Ventricular Structure and Function using 3D Echocardiography
Published on: October 28, 2020
Advanced Electrocardiography Identifies Left Ventricular Systolic Dysfunction in Non-Ischemic Cardiomyopathy and
Kerryanne Johnson1, Stacey Neilson2, Andrew To3
1North Shore hospital, Waitemata District Health Board, Takapuna, 0620 Auckland, New Zealand. kerryannejohnson@hotmail.com.
Insights
Advanced ECG (A-ECG) accurately detects left ventricular systolic dysfunction (LVSD) with high sensitivity and specificity. Serial A-ECG scoring can track changes in LVSD, offering a valuable tool where echocardiography is limited.
Area of Science:
- Cardiology
- Medical Diagnostics
Background:
- Conventional electrocardiograms (ECG) have limited specificity for detecting left ventricular systolic dysfunction (LVSD).
- Advanced ECG (A-ECG) utilizes multiparameter scoring for enhanced diagnostic utility in cardiac pathologies.
Purpose of the Study:
- To evaluate the diagnostic utility of A-ECG for detecting LVSD in patients with non-ischemic cardiomyopathy (NICM).
- To assess the agreement between A-ECG score changes and echocardiographic measures of LV ejection fraction over time.
Main Methods:
- A case-control study involving 40 patients with LVSD and 39 controls.
- Application of a validated probabilistic A-ECG score to standard 12-lead ECGs.
- Analysis of serial ECGs and echocardiograms in a subset of patients to assess score trajectory agreement.
Main Results:
- A-ECG achieved 95% sensitivity and 95% specificity for LVSD detection.
- Excluding left bundle branch block (LBBB) cases, sensitivity remained high at 93%, improving to 97% with serial ECGs.
- A-ECG score trajectories showed 76% agreement with echocardiographic changes in LVSD status.
Conclusions:
- A-ECG scoring demonstrates high accuracy in detecting LVSD due to NICM.
- Serial A-ECG scoring provides an inexpensive method to monitor changes in LVSD.
- A-ECG is a valuable tool, particularly in resource-limited settings or as a pre-screening method for echocardiography.
Abstract:
Electrocardiogram (ECG)-based detection of left ventricular systolic dysfunction (LVSD) has poor specificity and positive predictive value, even when including major ECG abnormalities, such as left bundle branch block (LBBB) within the criteria for diagnosis. Although machine-read ECG algorithms do not provide information on LVSD, advanced ECG (A-ECG), using multiparameter scores, has superior diagnostic utility to strictly conventional ECG for identifying various cardiac pathologies, including LVSD.
Methods:
We evaluated the diagnostic utility of A-ECG in a case-control study of 40 patients with LVSD (LV ejection fraction < 50% by echocardiography), due to non-ischemic cardiomyopathy (NICM), and 39 other patients without LVSD. Diagnostic sensitivity and specificity for LVSD were determined after applying a previously validated probabilistic A-ECG score for LVSD to stored standard (10 s) clinical 12L ECGs. In 25 of the NICM patients who had serial ECGs and echocardiograms, changes in the A-ECG score versus in echocardiographic LV ejection fraction were also studied to determine the level of agreement between the two tests.
Results:
Analyses by A-ECG had a sensitivity of 95% for LVSD (93% if excluding N = 11 patients with LBBB) and specificity of 95%. In the 29 NICM patients without LBBB who had serial ECGs, sensitivity improved to 97% when all ECGs were considered. By comparison, human readers in a busy clinical environment had a sensitivity of 90% and specificity of 63%. A-ECG score trajectories demonstrated improvement, deterioration or no change in LVSD, which agreed with echocardiography, in 76% of cases (n = 25).
Conclusion:
A-ECG scoring detects LVSD due to NICM with high sensitivity and specificity. Serial A-ECG score trajectories also represent a method for inexpensively demonstrating changes in LVSD. A-ECG scoring may be of particular value in areas where echocardiography is unavailable, or as a gatekeeper for echocardiography.
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