Related Experiment Video
Updated: Mar 14, 2026

Quantification of Mouse Heart Left Ventricular Function, Myocardial Strain, and Hemodynamic Forces by Cardiovascular Magnetic Resonance Imaging
Published on: May 24, 2021
Continuous Ventricular Volumetric Quantification in Patients with Arrhythmias using Real-Time 3D CMR-MOTUS
Thomas E Olausson1, Maarten L Terpstra1, Rizwan Ahmad2
1Computational Imaging Group for MRI Therapy & Diagnostics, Center of Image Sciences, University Medical Center Utrecht, Utrecht, the Netherlands.
Insights
A new 3D real-time cardiovascular magnetic resonance (CMR) method reconstructs motion fields for continuous volumetric assessment in patients with arrhythmias. This technique accurately quantifies beat-to-beat ejection fraction (EF), revealing hemodynamic impacts missed by conventional imaging.
Area of Science:
- Medical Imaging
- Cardiovascular Dynamics
- Biomedical Engineering
Background:
- Conventional cardiovascular magnetic resonance (CMR) cine imaging uses beat averaging, which is unsuitable for arrhythmic patients due to motion artifacts and loss of functional data.
- Real-time 2D imaging captures individual heartbeats but lacks the volumetric coverage needed for comprehensive analysis of cardiac dynamics during arrhythmias.
Purpose of the Study:
- To develop and validate a 3D real-time motion-field reconstruction method for continuous volumetric assessment in patients with premature ventricular contractions (PVCs).
- To enable beat-to-beat ejection fraction (EF) quantification in arrhythmic conditions using free-running CMR.
Main Methods:
- Extended the CMR-MOTUS method to jointly reconstruct real-time 3D motion fields and a motion-corrected reference image from continuous, ungated, non-breath-held data.
- Utilized a variable-density Cartesian OPRA trajectory for data acquisition.
- Computed beat-to-beat EF by propagating a single segmentation through all reconstructed frames using the motion fields.
Main Results:
- Phantom validation showed excellent agreement between reconstructed and ground truth EF.
- In healthy volunteers, EF values were consistent with 2D references.
- In PVC patients, EF distributions were bimodal, with lower EF during PVC beats, correlating with ECG-confirmed PVC episodes.
Conclusions:
- 3D real-time motion-field reconstruction enables continuous, beat-to-beat volumetric quantification in patients with cardiac arrhythmias.
- This method reveals functional heterogeneity obscured by conventional imaging techniques.
- The derived bimodal EF distributions accurately represent the hemodynamic impact of PVCs, offering potential clinical utility for monitoring and treatment evaluation.
Background:
Conventional cardiovascular magnetic resonance (CMR) cine sequences rely on binning reconstructions that average multiple heartbeats, an assumption that breaks down in arrhythmic patients where beat-to-beat variations lead to motion artifacts and loss of clinically relevant functional information. While 2D real-time imaging can capture individual heartbeats, a stack of 2D slices is sub-optimal to map the full complexity of incoherent cardiac dynamics during arrhythmia. We demonstrate the feasibility of 3D real-time motion field reconstruction for continuous beat-to-beat volumetric quantification in patients with premature ventricular contractions (PVC) using a free-running CMR protocol.
Methods:
We extended CMR-MOTUS to jointly reconstruct real-time 3D motion fields and a motion-corrected reference image from continuously acquired data without breath-holds or ECG gating. A variable-density Cartesian sampling trajectory (OPRA) was used with a 3D spoiled gradient echo or balanced steady-state free precession sequence. The real-time volumetric beat-to-beat changes were quantified by propagating a single manual segmentation on the reference image, through all time frames using the reconstructed motion fields. The method was validated on a cardiac motion phantom with ground-truth static acquisitions and tested in 4 healthy volunteers and 4 patients with PVC. The ejection fraction (EF) was compared to ground-truth values for the phantom and to standard 2D real-time cine EF measurement techniques for in-vivo subjects.
Results:
Reconstructed EF values of the phantom experiment showed good agreement with the ground-truth(EF = 22.1 ± 0.6% versus 21.9%). In healthy volunteers, the mean EF values were close to 2D reference measurements and narrow beat-to-beat EF distributions reflected normal physiological consistency. In PVC patients, the method revealed bimodal EF distributions, with the lower mode corresponding to PVC episodes where individual beats had substantially reduced ejection fractions. Simultaneously acquired ECG signals confirmed the temporal correspondence between volume irregularities and PVC episodes.
Conclusions:
3D real-time joint motion field and image reconstruction from a free-running CMR protocol enables continuous beat-to-beat volumetric quantification in arrhythmic patients, revealing functional heterogeneity that conventional single-beat and averaging measurements (binning and gating) obscure. The bimodal EF distributions observed in PVC patients quantify the true hemodynamic impact of arrhythmic episodes and may provide clinically relevant metrics for treatment monitoring and outcome prediction.
More Related Videos
08:10Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation
Published on: July 20, 2022
07:11Morphological and Functional Assessment of the Right Ventricle Using 3D Echocardiography
Published on: October 28, 2020