Whole heart coverage in a single breath hold using compressed sensing combined with parallel imaging.
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

1. Park J, Hong HJ, Yang YJ, et al. Fast cardiac CINE MRI by iterative truncation of small transformed coefficients. Investigative Magn Reson Imaging 2015;19(1):19-30.

2. Pruessmann KP, Weiger M, Scheidegger MB, et al. SENSE: Sensitivity encoding for fast MRI. Magn Reson Med 1999;42(5):952-62.

3. Feng L, Srichai MB, Lim RP, et al. Highly accelerated real-time cardiac cine MRI using k-t SPARSE-SENSE. Magn Reson Med 2013;70(1):64-74.

4. Wech T, Pickl W, Tran-Gia J, et al. Whole-heart cine MRI in a single breath-hold--a compressed sensing accelerated 3D acquisition technique for assessment of cardiac function. Rofo 2014;186(1):37-41.

Figures

Fig 1. Sampling locations for ITSC and ITSC x SENSE: (a) ITSC (CF= 8), (b): ITSC (CF= 8) combined with SENSE (CF= 2), resulting in a total CF of 16. The vertical and horizontal axes denote phase encoding gradient and cardiac phase, respectively.

Fig 2. Results of the in-vivo study of whole heart in a single breath-hold at end-diastolic.



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