Jinho Park1, Panki Kim2, Young Joong Yang1, Jong-Hyun Yoon1, Byoung Wook Choi2, and Chang-Beom Ahn1
1Kwangwoon University, Seoul, Korea, Republic of, 2Yonsei University, Seoul, Korea, Republic of
Synopsis
For
patients with impaired breath-hold capacity, highly accelerated cardiac cine
MRI may be useful. The purpose of this study is to perform functional MR
imaging of the whole heart in a single breath-hold using an under-sampled data
acquisition in combination with compressed sensing with parallel imaging.
The proposed technique is applied for in-vivo functional cardiac imaging of the
whole heart in a single breath-hold. Applied compression factors are 4 of
ITSC and 2 of SENSE. The whole heart coverage in a single breath-hold using
ITSCxSENSE can be used to achieve adequate spatial resolution (1.8 mm × 1.8 mm)
and relatively high temporal resolution (31 ms), with good image quality and
functional movement. It takes 23s for the reconstruction of single slice
CINE images (22 cardiac phases). The ITSCxSENSE may be useful for patients with
reduced breath-hold capacity.PURPOSE
For patients with
impaired breath-hold capacity, highly accelerated cardiac cine MRI may be
useful. The purpose of this study is to
perform functional MR imaging of the whole heart in a single breath-hold using
an under-sampled data acquisition in combination with compressed sensing with
parallel imaging.
METHODS
Whole heart coverage functional cardiac MRI
is acquired in a single breath-hold using compressed sensing (ITSC
1)
combined with parallel imaging (SENSE
2). Measurements were performed using a segmented
balanced SSFP sequence (TR= 2.75 ms, TE= 1.21 ms, VPS= 12, field of view= 350 mm x
350 mm, acquisition matrix size= 192 x 192, slice thickness= 8 mm, number of
slices= 12, ECG gating with 22 cardiac phases) on a 3.0T whole body MRI system.
A sampling strategy was utilized enabling efficient under-sampling of the
k-space and thereby accelerating data acquisition. Figure 1 shows the sampling
locations for ITSC and ITSC x SENSE. The sampling scheme for ITSC, acquiring dc
for every frame, and small positive and negative bands alternatively is
proposed. For combining with SENSE, sub-sampling scheme of even phase encodings
is added. Data acquisition for all CINE data of each slice was completed in a
single R-R interval. The ITSC x SENSE applied for the reconstruction of the
missing data. The key components of the ITSC method are to truncate small
transformed coefficients in the r-f domain, and to restore the measured data in
the k-t domain iteratively, until the reconstructed images converge. And then
SENSE reconstruction is performed sequentially. It takes 23 s for
reconstruction of single slice CINE (22 frames) on Matlab R2013a programming environment(The MathWorks) with a standard PC
equipped with an Intel Core i7 CPU @ 2.93GHz.
RESULTS
The proposed technique was applied for
in-vivo functional cardiac imaging of the whole heart in a single breath-hold. Applied compression factors are 4 of ITSC and
2 of SENSE. Figure 2 shows the results of whole heart coverage in a single
breath-hold using the ITSCxSENSE in a short axis plane. The in-vivo images are acquired with adequate
spatial resolution (1.8 mm x 1.8 mm), temporal resolution (31 ms) and image
quality for diagnosis.
CONCLUSION
In conclusion, whole heart coverage in a
single breath-hold using ITSCxSENSE can be used to achieve adequate spatial
resolution (1.8 mm × 1.8 mm) and relatively high temporal resolution (31 ms),
with good image quality and functional movement. Furthermore it takes less time for
the reconstruction than other compressed sensing methods
3,4 do. The
ITSCxSENSE may be useful for patients with reduced breath-hold capacity.
Acknowledgements
This work was supported by the National Research Foundation of Korea(NRF) grant funded by the Korea government(MSIP) (NRF-2015R1A2A2A03005089).References
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