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Updated: Jun 12, 2026

Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
Published on: October 20, 2016
Analytical method to measure three-dimensional strain patterns in the left ventricle from single slice displacement
Abbas Nasiraei Moghaddam1, Nikoo R Saber, Han Wen
1Department of Radiological Sciences, Diagnostic Cardiovascular Imaging Section, David Geffen School of Medicine, University of California, Los Angeles, CA, USA. abbas@caltech.edu
This study introduces an analytical method for cardiovascular magnetic resonance (CMR) to calculate myocardial strain from single-slice data. This technique significantly reduces scan time by eliminating the need for multiple slices.
Area of Science:
- Cardiovascular Magnetic Resonance (CMR)
- Biomedical Engineering
- Medical Imaging Analysis
Background:
- Displacement encoded CMR provides high-resolution 3D Lagrangian displacement measurements.
- Calculating regional myocardial strain typically requires adjacent slices for through-slice gradient analysis, increasing scan time.
- Current methods necessitate additional data acquisition, prolonging cardiovascular MR scans.
Purpose of the Study:
- To develop an analytical solution for reconstructing out-of-plane Lagrangian strain tensor components from single-slice CMR data.
- To enable high spatio-temporal resolution strain calculation using a single-slice displacement dataset.
- To leverage the physical constraint of myocardial incompressibility for strain tensor reconstruction.
Main Methods:
- Developed an analytical solution to reconstruct out-of-plane strain components.
- Utilized a single-slice displacement Cardiovascular MR dataset.
- Assumed myocardial incompressibility as a physical constraint for the model.
Main Results:
- Demonstrated the feasibility of the method in a healthy human subject.
- Validated the technique with simulated data and experimentally measured DENSE data.
- Compared strain estimates with conventional two-slice acquisition methods.
Conclusions:
- The analytical method reduces the necessity of acquiring data from adjacent slices for regional Lagrangian strain calculations.
- This approach effectively reduces cardiovascular MR scan time by a factor of two.
- Enables accurate strain calculation with reduced data acquisition.
Related Concept Videos
Three-Dimensional Analysis of Strain
Measurements of Strain

