GONG JIA1, ZHOU WENSHEN1, YU WENWEI2, and HUANG SHAO YING1
1EPD, Singapore University of Technology, Singapore, Singapore, 2Chiba University, Chiba, Japan
Synopsis
We propose
an encoding method which
combines Transmit Array
Spatial Encoding (TRASE) and spatial encoding magnetic field (SEM) to improve
the image quality in a permanent-magnet-array (PMA)-based low-field portable
MRI system with acceleration. TRASE is used to introduce phase shift to
re-arrange the signal points in local k-spaces, to gain more information quicker
to increase imaging quality and speed. A significant quality improvement can be
achieved in the reconstructed images, especially in the central regions, which
is shown numerically. The number of rotation angles is reduced 80% for the same
image quality. The experiments are being conducted for a validation.
PURPOSE
Using
the magnetic field supplied by a permanent-magnet-array (PMA) as a spatial
encoding field (SEM) circumvent the need for heavy and power-hungry gradient
coils in an MRI system, leading to simplified hardware and a possibility
towards a portable MRI. However, this kind of SEMs usually has non-linear
gradients and irregular patterns (e.g. the measured field pattern in Fig.1(a)
of a short Halbach array [1]). Due to the non-uniform gradient distribution in
the SEM, the distributions of signal points in local k-spaces that correspond
to the sub-field-of-views(FoVs) are not identical nor all well spread out (as
shown in Fig.2(a))[2] where the confined ones result in low image quality. This
limits the global image quality (e.g. column-1 and 2 in Fig.3) and thus the
application of such an MRI system. We propose the application of Transmit Array Spatial Encoding(TRASE) coil
to spread out the signal points in local k-spaces so as to improve image
quality without extra hardware or cooling system. It effectively reduces the
required number of rotation angles (Nq) for
the same image quality, making system less sensitive to rotation errors. The proposed approach can be
used to guide the design of a more sophisticated TRASE coil to compensate the
non-linearity of SEMs in other PMA-based portable MRI systems.METHOD
Fig.4 shows
the design of the TRASE coil for an MRI system with a short Halbach array (with
an inner diameter of 160mm)[1] whose magnetic field distribution is shown in
Fig.1(a). It consists of a saddle coil that generates homogenous B1 and a variant
coil that generates a linear B1 phase gradient along the x-direction[2]. Fig.1(b)
and (c) show the magnitudes and phase of the TRASE coil. Because a constant
gradient of the SEM is not required in a non-linear system, this allows a large
phase gradient which is obtained by twisting the solenoid as shown in Fig.1(c).
A MATLAB code
based on Biot-Savart law was written to fast calculate the field distribution
based on the configuration of the traces of the coil. The FoV was set to 120mx120mm
located at the center of the magnet array. Fig.5(a) shows the TRASE pulse
sequence designed to generate three types of signals with different phase shifts
in each coil in one echo train, and Fig.5(b) shows the corresponding trajectory
of a k-vector in the k-space. Fig.5(c) and (d) shows the local k-space of a
single rotation angle before and after applying the TRASE sequence. As shown in
Fig.5, the pulse sequence effectively spread out the signal points in k-space. Reconstructed
images were generated numerically for the MRI system without and with the
proposed TRASE coil. The FoV was sampled as 128x128 pixels. A chessboard with a
grid size of 3.75mm was used as the phantom. To evaluate the limitation of improvement by the introduction of the
proposed TRASE coil, noise levels of 100dB (an average level for a high-field
system) and 20dB (an average level for a low-field system) were added to the
system. The original system with Nθ=72 was simulated as a reference. For
a comparison, Nθ in the original system was increased to 360 to gain the
same number of encoding equations as that of the system with the TRASE coil. RESULTS
Column-1, 2, and 3 in Fig.3 shows the reconstructed
images for the original system with Nq=72 and 360
and that of the system with the proposed TRASE coil when Nθ=9. Row-1
and 2 correspond to the cases at a noise level of 100dB and 20dB, respectively.
As shown in Fig.3, the central area is always distorted and blurry in the
original system even though the number of angles increases from 72 to 360. When
the TRASE coil is applied, the central area becomes clear and the image quality
of each sub-FoV tends to be more uniform. When SNR decreases to 20dB (row-2 in
Fig.3), the distortion in the central region in the original system is more
serious but the system with TRASE still can provide a relative clear pattern in
the same region.DISCUSSION
The
effectiveness of TRASE on improving the
image quality of a PMA-based MRI system can be analyzed using local k-spaces.
Fig.2(c) shows the local k-spaces of the system with TRASE. As shown, the
introduction of TRASE helps to rearrange the position of signal points (i.e. k-vectors)
to cover more area, which leads to improve the reconstructed image. This effect
is clearly seen in the all the sub-FoVs where it is observed that the areas
covered by the signal points have been significantly enlarged, especially the
central one. Compared to the case by increasing Nθ to 360, the coverage area is significantly improved in the central sub-FoV, and
comparable to in the rest of the FoV. This leads to the improvement of image
quality, especially in the central region. Increasing the phase gradient helps
to increase the coverage in the local k-spaces, thus further improving image
quality. However, it makes the magnitude of B1-field less homogeneous. With an
increased inhomogeneity, when the TRASE pulse is long, the off-resonance effect
is significant, which in turn compromises SNR and generates aliasing in the reconstructed
image. Acknowledgements
No acknowledgement found.References
[1] Ren, Zhi Hua, et al. "Magnet array
for a portable magnetic resonance imaging system." 2015 IEEE MTT-S 2015
International Microwave Workshop Series on RF and Wireless Technologies for
Biomedical and Healthcare Applications (IMWS-BIO). IEEE, 2015.
[2] Gong, Jia, et al. "Effects of
Encoding Fields of Permanent Magnet Arrays on Image Quality in Low-Field
Portable MRI Systems." IEEE Access 7 (2019): 80310-80327.
[3] Sun, Hongwei, Stephanie Yong, and Jonathan C.
Sharp. "The twisted solenoid RF phase gradient transmit coil for TRASE
imaging." Journal of Magnetic Resonance 299 (2019): 135-150.