Robin Ferincz1, Ludovica Romanin1, Jérôme Yerly2, Davide Piccini1,3,4, Matthias Stuber2, and Christopher William Roy1
1Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland, 2Center for Biomedical Imaging (CIBM), Lausanne, Switzerland, 3Advanced Clinical Imaging Technology (ACIT), Siemens Healthineers International AG, Lausanne, Switzerland, 4LTS5, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
Synopsis
Keywords: Data Acquisition, Artifacts
Recent
advances have enabled high resolution cardiac
and respiratory motion-resolved 5D whole-heart MRI using non-contrast enhanced non-selective
3D radial bSSFP. However, the nature of bSSFP, the subject dependent anatomy,
as well as the underlying sparse reconstruction can lead to banding and
streaking artifacts, which degrade image quality and reduce diagnostic utility.
In this work, the impact of slab-selective RF pulses in a programmable
orientation that is independent of the k-space trajectory is assessed in a
cohort of healthy volunteers. Preliminary results suggest that a
subject-specific slab orientation can reduce artifacts and improve image
quality.
Introduction
The
free-running framework (FRF) provides a simplified workflow for 3D dynamic
cardiac MRI by acquiring 3D whole-heart data continuously within a fixed scan
time and then retrospectively reconstructing fully self-gated cardiac and
respiratory motion-resolved (5D) images 1. In previous work, free-running
acquisitions have leveraged bSSFP acquisitions with non-selective RF pulses 1,2. The use of bSSFP sequences holds many
advantages including high SNR and blood-to-myocardium contrast. However,
sensitivity to B0 inhomogeneities, banding artifacts, and subject-specific
hyper-intensity regions (e.g. fat) can lead to streaking artifacts which
degrade image quality in 3D radial whole-heart acquisitions. In this work, we
explore the impact of spatially selective (slab) excitations in free-running 3D
radial bSSFP data. We test the hypothesis that by varying the orientation of
the spatially confined volume, signals from specific body-regions outside the
field-of-view (FOV) can be reduced, thus improving image quality. We programmed
our sequence such that the slab orientation is decoupled from the orientation
of the radial trajectory, allowing us to maintain a repeated readout
orientated along the superior-inferior direction for self-gating, and qualitatively
and quantitatively compare axial, sagittal, and coronal orientation in
back-to-back scans from four healthy volunteers. Methods
Free-running 3D radial
bSSFP data with a Phyllotaxis trajectory were acquired using a research
sequence in 4 healthy volunteers (2 male, ages 25-26 years) on a 1.5T clinical
MRI scanner (MAGNETOM Sola, Siemens Healthcare, Erlangen, Germany). The body
mass index (BMI) was recorded for each volunteer. Relevant scan parameters
included: RF excitation angle: 60°, resolution: (1.38 mm)3, FOV (220
mm)3 with two-fold oversampling in all directions, TE/TR: 1.53/3.05
ms, readout bandwidth: 1002 Hz/pixel. To examine the influence of the
slab-orientation on the image quality, for each volunteer three back-to-back
scans were performed using axial, sagittal, and coronal orientations of the
slab selective gradient and its rewinder while keeping the k-space trajectory
unchanged to allow for retrospective self-gating of cardiac and respiratory
motion 1. As a reference a non-selective acquisition also has been performed on
each volunteer. For each orientation, the width of the slab was set to the size
of the cubic, non-oversampled FOV (220mm).
The center of the slabs was positioned at isocenter for a fair
comparison between each orientation. For
each orientation and volunteer, a 3D static reconstruction of the oversampled
FOV using all acquired data was
performed to visualize and compare the slab profiles. Additionally, fully
self-gated cardiac and respiratory motion resolved 5D whole heart images were
reconstructed as previously described for each acquisition across all
volunteers 1. The resulting 5D images for each volunteer were inspected for
artifacts by an expert with over 10 years of experience in cardiac MRI and
assigned a grade. Image grades for acquisitions of each volunteer with
respective axial, sagittal and coronal slab-orientation are listed in Tab. 1.Results
3D and 5D image
reconstructions were successfully obtained from all 4 volunteers and across all
3 orientations. Fig. 1 shows the 3D static reconstructions from volunteers 1
and 2 while Fig. 2 shows the same from volunteers 3 and 4. Overall, there is a
visible influence of the slab-selection, compared to the non-selective cases,
in the amount of artifacts. There is a clear reduction in signal in the upper
and lower quarters of the axial slabs, reduction in the left and right quarters
of the sagittal slabs, while minimal signal reduction is apparent in the
coronal slab due to the majority of the bright anatomy remaining inside the
excited volume. In each case, a non-ideal slab profile is observed. Fig. 3
contains animations of the cardiac and respiratory motion-resolved 5D image
reconstructions from volunteers 1 and 2, while Fig. 4 displays the same from
volunteers 3 and 4. The axial orientation provides relatively good suppression
of streaking artifacts originating in the lower abdomen as indicated by green
arrows in Fig. 3b (Vol. 2 BMI: 25.2) and Fig. 4a (Vol. 3 BMI: 24.8).
Conversely, for artifacts originating from the arms and shoulders, the sagittal
orientation clearly reduces streaking as shown by blue arrows in Fig. 4b (Vol.
4 BMI: 22.9). Finally, the coronal orientation tends to retain the most
artifacts across all volunteers as the slab does not suppress signal from the
chest wall and relatively little artifact originates from the spine. Discussion and Conclusion
A free-running 3D
radial bSSFP sequence was modified to include slab-selective excitations with a
programable orientation that is decoupled from the orientation of the k-space
trajectory. In this preliminary study, visual comparison of axial, sagittal,
and coronal slab orientations yielded varying degrees of artifact reduction
that appear linked to the subject’s BMI. Future work is needed to optimize the
slab profile including the duration of the RF pulse and slab width.
Furthermore, a larger cohort with varied body sizes may yield additional
insight into the link between potential improvement in image quality and a
subject-specific orientation.Acknowledgements
MS is the PI on the Swiss National Science Foundation grants 320030_173129 and 201292 that funded part of this research. CWR is the PI on Swiss National Science Foundation Grant PZ00P3_202140 that funded part of this research.References
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