Hahnsung Kim1 and Jaeseok Park2
1Center for Neuroscience Imaging Research, Institute for Basic Science, Suwon, Korea, Republic of, 2Department of Biomedical Engineering, Sungkyunkwan University, Suwon, Korea, Republic of
Synopsis
Most
water-fat separation methods based on chemical shift effect require multiple
image acquisitions at different echo times, which prolong the total scanning
time. Recently, to resolve aforementioned problems, variable-flip-angle (VFA) fast/turbo SE is developed. In
addition, partial Fourier and/or parallel imaging techniques are incorporated
with VFA fast/turbo SE imaging to speed up acquisition time but directly trade
off with signal-to-noise ratio. To avoid multiple measurements and to tackle
spatially variant noise amplification, we develop a novel water-fat
separation method employing: 1) single-slab 3D VFA GRASE using phase-encoding
blips for imaging time efficiency, 2) phase-independent reconstruction
exploiting spatially complementary information along the echo direction,
and 3) phase-corrected water-fat separation method using robust field
distribution. Introduction
Most water-fat separation methods based on
chemical shift effect require multiple image acquisitions at different echo
times, which prolong the total scanning time. Fast/turbo SE-based Dixon
implementations are introduced to address long imaging time and multiple
measurements1, but these techniques
are still inefficient for 3D volumetric imaging due to signal modulation along
the echo train. Recently, to resolve aforementioned problems,
variable-flip-angle (VFA) fast/turbo SE is developed2. In addition, partial Fourier and/or parallel
imaging techniques are incorporated with VFA fast/turbo SE imaging to speed up
acquisition time but directly trade off with signal-to-noise ratio (SNR). To
avoid multiple measurements and to tackle spatially variant noise amplification, we develop a novel water-fat
separation method employing: 1) single-slab 3D VFA GRASE using phase-encoding
blips for imaging time efficiency3, 2) phase-independent
reconstruction exploiting spatially complementary information along the echo
direction3, and 3) phase-corrected
water-fat separation method using robust field distribution.
Sequence design and Reconstruction
The proposed 3D VFA GRASE for rapid water-fat
separation is shown in
Fig.1, consisting of spatially non-selective excitation RF pulse followed by short,
non-selective refocusing pulse trains with variable flip angles based on
tissue-specific prescribed signal evolution, multiple readout gradients and
phase-encoding blips like EPI fashion. Multiple echoes are shifted to -5π/6, π/2, and 11π/6
relative to the spin echo, which yield maximum SNR for all combination of water
and fat within a voxel in fast/turbo SE imaging4. Each echo is grouped,
and then phase-independent reconstruction is exploited to suppress
spatially variant noise amplification and to preserve its phase information3.
Prior to applying the water-fat separation algorithm, phase errors caused by switching the readout gradient polarities are estimated from projection data acquired in the phase-correction module (Fig.1), consisting of: 1) the polarities of the readout gradients in the phase-correction module are the same as those in the VFA GRASE imaging module, 2) the polarities of the readout gradients in the phase-correction module are flipped relative to the readout gradients in the VFA GRASE imaging module, and 3) turning off the phase-encoding gradient. For nth echo, the estimated phase error, $$$\phi_{n}(x)=angle(pc_{1}g_{n}(x)/pc_{2}g_{n}(x))$$$, where x indicates the image domain, is fit to a polynomial, and then is subtracted from each echo image to align each k-space central position. In water-fat separation algorithm, robust field distribution is estimated using combined approach of region-growing and multi-scale method, wherein region-growing at the coarsest resolution and propagating the resulting estimates to the finer resolutions5. Thus, water and fat separated images can be obtained from multiple echo images demodulated field distribution.
Materials and Methods
Knee data was acquired in a healthy volunteer at
3T whole-body MR scanner (MAGNETOM Trio, Siemens Medical solutions) using an
8-channel transmit-receive knee coil. High resolution T
2-weighted
knee images in the sagittal orientation with pseudo-linear reordering using conventional single-slab 3D VFA
fast/turbo SE and the proposed 3D VFA GRASE to show the effectiveness of the
latter in increasing time-efficiency over the former. The common imaging
parameters were: TR/TE
eff = 2000ms/61ms, FOV = 153x153mm
2, in-plane matrix = 256x256, number of partitions
= 144, readout bandwidth = 849Hz/Pix, echo spacing = 8.12ms, echo train length
= 40, and shifting time with respect to the spin echo time =
-0.4ms/1.2ms/2.8ms. Those specific to the proposed method were: EPI factor = 3,
measurement = 1, number of self-calibrating signals for phase-independent
reconstruction = 32x32, and imaging time = 8min 37sec. Those
specific to the conventional
method were: EPI factor = 1, measurement = 3, and imaging time = 75min. Those specific to the
accelerated version of the conventional method were: EPI factor = 1,
measurement = 3, subsampling factor in k
y-k
z space = 3, number of self-calibrating signals
for conventional parallel imaging = 32x32, and imaging time = 25min 51sec. For PD-weighted knee images, center in-out reordering is exploited and imaging parameters are same as that for T
2-weighted knee imaging except for TR/TE = 1700ms/24ms.
Results
Water-fat separation without phase-correction to
VFA GRASE leads to failed separation while complete water and fat separated
images are achieved by applying phase-correction in readout
direction (Fig.2). Fig.3 and Fig.4 represent T
2- and PD-weighted knee water-only images, respectively. Fig.3 and Fig.4
demonstrate the effectiveness of the proposed VFA GRASE over the conventional
method in imaging efficiency without apparent artifacts and noise
amplification. Imaging time of the proposed method is reduced 3-fold and 9-fold
than that of version of the conventional method with and without acceleration,
respectively.
Conclusion
The proposed 3D VFA GRASE effectively improves imaging efficiency without apparent loss of signal and image contrast to obtain water-fat separated imaging.
Acknowledgements
This work was supported by IBS-R015-D1.References
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2. Madhuranthakam AJ, et al. T2-weighted 3D fast spin echo imaging with water-fat separation in a single acquisition. J Magn Reson Imaging, 2010;32(3):745-751.
3. Kim H, et al. Variable-flip-angle single-slab 3D GRASE imaging with phase-independent image reconstruction. Magn Reson Med. 2015;73(3):1041-1052.
4. Reeder SB, et.al. Multicoil Dixon chemical species separation with an iterative least-squares estimation method. Magn Reson Med. 2004;51(1):35-45.
5. Lu W, et.al. Multiresolution field map estimation using golden section search for water-fat separation. Magn Reson Med. 2008;60(1):236-244.