Irena Zivkovic1, Christian Mirkes1,2, and Klaus Scheffler1,2
1High Field MRI Department, Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, 2Dept. for Biomedical Magnetic Resonance, University of Tuebingen, Tuebingen, Germany
Synopsis
It is a big challenge to produce as
homogeneous as possible B0 static magnetic field. Susceptibility differences
between the tissue and air introduce inhomogeneities especially pronounced at
high fields. Recently proposed close fitting array of circular loops provide
improvement in B0 shimming. Based on the same concept, we proposed coil
elements with irregular shape. The shape of the coils was designed by using of
genetic algorithm. Theoretical investigation showed that performance of the 16
channel array of irregular elements was comparable or better than 48 channel
array consisting loop elements.Introduction
The field inhomogeneities produced by different susceptibilities in
biological tissue and air cavities increase linearly with the applied static
magnetic field. One of the most promising techniques to minimize field
inhomogeneities is to use an array of individual conductive loop elements
arranged close to the region of interest
1,2,3. In this paper we
describe the synthesis of irregularly shaped coil elements placed in array
configuration on a cylinder with the aim to optimized the shim performance, or
equivalently, to minimize static field distortion within the human brain. Irregularly
shaped coil elements were theoretically considered
4 and significant
benefits over the use of circular loop elements was demonstrated. In our case, individual elements were
synthesized by using a genetic algorithm
5,6.
Methods
Simulations: The irregular coil geometry was
synthesized on the following way. The optimization procedure was based on a B0 field
map that was acquired within the brain of a volunteer. The field map was
measured (9.4T MR scanner, Siemens, Erlangen, Germany) with a double-echo gradient
echo sequence with an echo spacing of 1.39ms and a spatial resolution of 3 x 3
x 3 mm3. The initial configuration consisted of 16 identical
randomly generated 8 segment coils arranged in two rows on a cylinder (diameter of cylinder was 360mm and a length of 300mm). The magnetic field produced by the
conductive structures was calculated with the Biot-Savart law and the optimization
procedure was performed on several slices within the volunteer’s brain. The
shape of individual element was optimized in each iteration by using a genetic
algorithm based on the Matlab function ga.
Once the optimal geometry for the coil element of the shim array was determined,
its performance was numerically compared to a 48 channel array of circular loops, which
were placed on an identical cylinder.
Coil fabrication: We fabricated 16 channel array shown in Fig. 2.
Fig. 2a shows the geometry of the individual element. All array elements have
the same geometry and 25 wire turns. The elements were placed in two rows and
on cylinder which diameter was 360mm and length 300mm. B0 shim coil was placed
around 16ch-transcive coil7.
Measurement
validations: A spherical phantom filled with KCl and containing
an air ball in the center was placed inside of the RF/B0 shim setup. The
susceptibility difference of the air in the ball and the surrounding liquid
produced a very strong B0 inhomogeneity. B0 maps of the phantom were acquired and
in slice shimming was performed. The required currents for the shim coils were
calculated with Matlab based on the previously measured B0 fields produced by
the individual coil elements. The currents were applied through the voltage
supplies connected to each channel. The B0 maps of the shimmed slices were
acquired again for validation.
Results and
Discussion
Figure 1 shows B0
maps in a human brain after 2nd order spherical harmonic shim, simulated shimming with a 48 channel loop array and simulated shimming with the 16 channel
array with irregular coil geometry. By comparing standard deviations after
shimming on specific slices it can be seen that the 16 channel setup with
irregular coil geometry outperforms the 48 channel setup with loop
elements. Figure 3 shows measured B0 maps in the phantom
described above after 2nd order spherical harmonic
shimming (Fig. 3a) and a measured B0 map after shimming with 16ch array (Fig. 3b).
Shimming with the proposed setup was performed after 2nd order spherical
harmonic shim. The inhomogeneity of the respective slice was improved by 40%. The
predicted standard deviation of the shimmed slice was 27 Hz while standard
deviation of measured slice was 29 Hz, which shows good agreement between
predictions and measurements.
Conclusion
It is shown by numerical simulations that there is a big advantage of using
coils with irregular geometries over traditional arrays based on circular
elements. Irregular coil geometries outperformed setups with loop elements. The
predicted performance of irregular shim coils were partially verified on phantom
measurements. Future work will validate the proposed setup
in vivo. In the
present work we assumed that all irregular coils in the setup were of the same
geometry. Thus we also plan to perform optimization with different geometry of
every individual coil.
Acknowledgements
No acknowledgement found.References
1. Juchem
C, Nixon TW, Mclntyre S et al. Magnetic field modeling with a set of individual
localized coils. J Magn Reson. 2010;204(2):281-289.
2. Stockmann JP, Witzel T, Keil B et al. A 32 channel combined RF and B0
shim array for 3T brain imaging. Magn Reson Med. 2015 (online)
3. Truong
TK, Darnell D and Son AW. Integrated RF/shim coil array for parallel reception
and localized B0 shimming in the human brain. Neuroimage. 2014;103:235-240.
4. While
PT and Korvink JG. Designing MR shim arrays with irregular coil geometry: Theoretical
considerations. IEEE Trans Biomed Eng. 2014;61(6):1614:1620.
5. Shaw NR
and Ansorge RE. Genetic algorithms for MRI magnet design. IEEE Trans Appl
Supercond. 2002;12(1):733-736.
6.
Williams GB, Fisher BJ, Huang CLH et al. Design of biplanar coils for magnetic
resonance imaging of the human torso and limbs. Magn Reson Imag. 1999;17(5):739-754.
7. Shajan G,
Kozlov M, Hoffmann J et al. A 16-channel dual-row transmit array in combination
with a 31-element receive array for human brain imaging at 9.4 T. Magn Reson Med. 2014;71(2):870–879.