Rabi Modulated Continuous Wave Imaging
James C Korte1, Bahman Tahayori1, Peter M Farrell1, Stephen M Moore2,3, and Leigh A Johnston1

1Dept. Electrical and Electronic Engineering, University of Melbourne, Melbourne, Australia, 2IBM Research, Melbourne, Australia, 3Dept. Mechanical Engineering, University of Melbourne, Melbourne, Australia

Synopsis

The observable periodic magnetisation induced in a spin system excited by Rabi modulated Continuous Wave excitation is exploited in this work to construct a new imaging paradigm. Localised frequency information is encoded in the steady-state Rabi harmonics, reconstructed as radial projections of proton density and back-projected to form images. This form of imaging has the potential to image samples with ultra-short T2 decay, which is beneficial for the diagnosis of muscular skeletal injury and disease.

Purpose

We present a new imaging paradigm based on Rabi modulated continuous wave (CW) excitation. Recent work1, inspired by quantum optics2, has demonstrated that a spin system excited by a Rabi modulated CW excitation achieves a significant observable periodic magnetisation. The steady-state magnetisation can be fully described by harmonics of the excitation envelope modulation frequency3. Off-resonance effects influence the steady-state harmonics; we have previously shown that the encoded chemical shift information can be used to reconstruct a simple ethanol spectrum4. In this work, we encode frequency localisation in the steady-state Rabi harmonics and reconstruct radial projections of proton density, followed by filtered back projection (FBP) to complete the imaging paradigm. Rabi modulated CW imaging has the potential to image ultra-short T2 tissues using prolonged steady-state trajectories rather than reliance on extremely short FIDs. Existing techniques such as UTE5, ZTE6 and SWIFT7 have shown that ultra-short T2 imaging is clinically valuable in the diagnosis of muscular skeletal injury and disease.

Methods

Experiments were conducted on a 4.7T Bruker Biospec scanner with an AVANCE III console. An imaging phantom of three test tubes of Gadolinium doped water (T1=41ms, T2=33ms) was aligned in the longitudinal axis.

FLASH Image: A reference image was acquired as the average of 10 axial slices using FLASH (FOV=60mm, Matrix=128x128, Slice Thickness=2mm). A Radon transform of the reference image was used to generate projections along the set of projection angles, $$$\theta$$$, used in the Rabi CW experiment. A reduced projection reference image was formed using a standard FBP algorithm.

Field Map: The distribution of off-resonances was measured using the field-mapping sequence, MAPSHIM (Bruker Biospin). A B0 voxel distribution, $$$\rho\left(\delta_{B_0}\right)$$$, was extracted via a histogram of non-background voxels.

Rabi CW Image:

A Rabi modulated excitation envelope $$\gamma B_\textrm{1}^\textrm{e}\left(t\right)= \omega_\textrm{1}\left(1+\alpha \cos{\omega_\textrm{1}t}\right)$$ was used, where $$$\alpha$$$ is the modulation depth and $$$\omega_\textrm{1}$$$ is the average excitation strength and the envelope modulation frequency.

Acquisition: A gapped excitation measurement protocol8 (Fig. 1), similar to that used in SWIFT7, was used to achieve near-simultaneous transmit and receive with a 90% duty cycle. The phantom was excited by a set of $$$N$$$=4030 Rabi modulated CW excitations $$$\left\{\left(\alpha^{\left(1\right)},\,\omega_\textrm{1}^{\left(1\right)},\,\delta_\textrm{rf}^{\left(1\right)}\right),\,\left(\alpha^{\left(2\right)},\,\omega_\textrm{1}^{\left(2\right)},\,\delta_\textrm{rf}^{\left(2\right)}\right),\,\cdots,\,\left(\alpha^{\left(\textrm{N}\right)},\,\omega_\textrm{1}^{\left(\textrm{N}\right)},\,\delta_\textrm{rf}^{\left(\textrm{N}\right)}\right)\right\}$$$ where $$$\delta_\textrm{rf}$$$ is an offset to the RF carrier frequency. The modulation depth, $$$\alpha$$$, ranged from 0.5 to 5.0, the modulation frequency, $$$\omega_\textrm{1}$$$, ranged from 30 Hz to 90 Hz and the offset to RF carrier, $$$\delta_\textrm{rf}$$$, ranged from -4.5 kHz to 4.5 kHz. For each CW excitation the phantom was measured over 18 projections angles, $$$\theta$$$, as shown in the sequence diagram (Fig. 2). A low gradient strength of 102.1 Hz/mm was used to reduce experimental time, and is 0.5% of the maximum available.

Reconstruction: The DC component and first five harmonics of the envelope modulation frequency, $$$\omega_\textrm{1}$$$, were extracted from the measured steady-state magnetisation, $$$\boldsymbol{M}_\textrm{xy}$$$, and used to construct a measurement vector,$$$\boldsymbol{z}_\theta$$$, for each projection. The linear forward model matrix, $$$\boldsymbol{H}$$$, was constructed from a Fourier series approximation of the Bloch equation, numerically integrated over a voxel distribution, $$$\rho\left(\delta_{B_0}\right)$$$. Each proton density projection, $$$\boldsymbol{x}_\theta$$$, was solved by least squares optimisation with a nonnegative and smoothness constraint. $$\underset{\boldsymbol{x}_\theta\in[0,\infty)}{\operatorname{minimise}}\,\left(1-g\right)\parallel\boldsymbol{H}\boldsymbol{x}_\theta-\boldsymbol{z}_\theta\,\parallel_2+\,g\parallel\Delta\,\boldsymbol{x}_\theta\,\parallel_2$$ where $$$g$$$ is a smoothing factor and $$$\Delta$$$ is a finite difference matrix. A 2D proton density image was formed from the radial projections using a standard FBP algorithm.

Results and Discussion

The reference image (Fig. 3) depicts three test tubes aligned along the longitudinal axis. The reference sinogram (Fig. 4a) and FBP image (Fig. 4b) show an expected decrease in image quality due to a low number of projection angles. Two reconstruction cases are considered for the measurements taken under Rabi modulated CW excitation: the first assuming B0 homogeneity and the second incorporating a measured voxel distribution in the forward model. The sinogram (Fig. 4c) and FBP image (Fig. 4d) assuming B0 homogeneity show three clearly defined test tubes but have some error in shape and size, which can be attributed to low gradient strength. An improvement to the shape (Fig. 4f) was achieved when including knowledge of the voxel distribution in the forward model. Further improvements in experimental efficiency will enable 3D imaging, and the acquisition over a larger excitation parameter set using stronger gradients will lead to more accurate reconstruction.

Conclusion

We have experimentally demonstrated an imaging paradigm using Rabi modulated CW excitation, in which gradient localisation information is encoded in the steady-state magnetisation and used to reconstruct a proton density image. Our current work is focusing on improving the accuracy of reconstruction, investigating image contrast, and evaluation of the method’s ability to image samples with ultra-short T2.

Acknowledgements

This work was supported by the Australian Research Council, the Elizabeth & Vernon Puzey Scholarship and National ICT Australia.

References

1. Layton KJ, Tahayori B, Mareels IM, Farrell PM, Johnston LA. Rabi resonance in spin systems: Theory and experiment. Journal of Magnetic Resonance. 2014; 242:136-142.

2. Cappeller U, Müller H. Phase modulated excitation of an optically pumped spin system. Annals of Physics. 1985; 497(3):250-264.

3. Tahayori B, Johnston L, Layton K, Farrell P, Mareels I. Solving the Bloch equation with periodic excitation using harmonic balancing: Application to Rabi modulated excitation. IEEE Transactions on Medical Imaging. 2015; 34(10):2118-2130

4. Korte JC, Layton KJ, Tahayori B, Farrell PM, Moore SM, Johnston LA. Encoding chemical shift with Rabi modulated continuous wave excitation. ISMRM, Milan, Italy. 2014.

5. Bergin CJ, Pauly JM, Macovski A. Lung parenchyma: projection reconstruction MR imaging. Radiology. 1991; 179(3):777-781.

6. Weiger M, Pruessmann KP, Hennel F. MRI with zero echo time: hard versus sweep pulse excitation. Magnetic Resonance in Medicine. 2011; 66(2):379-389.

7. Idiyatullin D, Corum C, Park JY, Garwood M. Fast and quiet MRI using a swept radiofrequency. Journal of Magnetic Resonance. 2006; 181(2):342-349.

8. Korte JC, Tahayori B, Farrell PM, Moore SM, Johnston LA. Gapped measurement of spin system response to periodic continuous wave excitation. ANZMAG, Bay of Islands, New Zealand. 2015.

Figures

Fig. 1 Gapped Excitation protocol for near-simultaneous transmit and receive. The sample is excited by a Rabi modulated CW envelope, $$$B_\textrm{1}^\textrm{e}\left(t\right)$$$, causing the magnetisation to reach a periodic trajectory, $$$\boldsymbol{M}_{xy}$$$. The Fourier transform of this magnetisation, $$$\boldsymbol{C}_{xy}$$$, has information restricted to harmonics of the excitation envelope modulation frequency, $$$\omega_\textrm{1}$$$.

Fig. 2 Sequence diagram for Rabi modulated CW imaging. Excitation occurs over a series of Rabi modulated CW envelopes and the steady-state magnetisation is acquired. Gradients in $$$x$$$ and $$$y$$$ directions are applied to take measurements over a range of 2D radial projections.

Fig. 3 Reference image is the average of 10 axial slices acquired with a FLASH protocol. The ring around each test tube is due to water trapped in the test tube cap thread.

Fig 4. (a) Reference FLASH sinogram (b) FBP of reference FLASH sinogram (c) Rabi CW sinogram (g=0.1) (d) FBP of Rabi CW sinogram (e) Rabi CW sinogram (g=0.1) with voxel distribution in forward model (f) FBP of Rabi CW sinogram with voxel distribution in forward model.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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