Key result
Temporally constrained reconstruction of undersampled radial cine-PC data resulted in more accurate velocity measurements than regridding, shortening scan time to 13 seconds.
Why the study?
Does temporally constrained reconstruction (TCR) of undersampled radial cine-PC data improve the accuracy of velocity measurements compared to zero-filled regridding and temporal interpolation in cardiac MRI?
Does temporally constrained reconstruction (TCR) of undersampled radial cine-PC data improve the accuracy of velocity measurements compared to zero-filled regridding and temporal interpolation in cardiac MRI?
Temporally constrained reconstruction allows for highly accelerated cardiac cine phase-contrast MRI within a single breath-hold while maintaining accurate velocity measurements.
May enable single breath-hold cine-PC MRI; leaves open prospective validation before clinical adoption.
PURPOSE: To evaluate a method to enable single-slice or multiple-slice cine phase contrast (cine-PC) acquisition during a single breath-hold using a highly sparsified radial acquisition ordering and temporally constrained image reconstruction with a spatially varying temporal constraint. MATERIALS AND METHODS: Simulated and in vivo cine-PC datasets of the proximal ascending aorta were obtained at different acceleration factors using a view projection acquisition order optimized for temporally constrained reconstruction (TCR). Reconstruction of the sparse cine-PC data performed with TCR was compared to reconstructions using zero-filled regridding and temporal interpolation. RESULTS: TCR resulted in more accurate velocity measurements than regridding or temporal interpolation. In one dataset, TCR of undersampled in vivo data (16 views per cardiac phase) resulted in a peak systolic velocity within 3.3% of the value measured by Doppler ultrasound while shortening the scan time to 13 seconds. High temporal-resolution undersampled TCR was also compared lower temporal-resolution, more highly sampled, regridding in three normal volunteers. CONCLUSION: TCR proved to be an effective method for reconstructing undersampled radial PC data. Although TCR utilizes a temporal constraint, temporal blurring was minimized by using appropriate constraint weights in addition to a spatially varying temporal constraint. TCR allowed for the acquisition time to be reduced to the duration of a breath-hold, while still resulting in accurate velocity measurements.
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Hulet et al. (2013) studied Healthy volunteers (n=3). Temporally constrained reconstruction (TCR) of undersampled radial cine-PC data vs. Zero-filled regridding and temporal interpolation was evaluated on Accuracy of velocity measurements. Temporally constrained reconstruction of undersampled radial cine-PC data resulted in more accurate velocity measurements than regridding, shortening scan time to 13 seconds.
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