Reconstruction with diffeomorphic motion compensation for undersampled dynamic MRI

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8858, Issue , 2013, Pages

  Adluru, Ganesh ^a   Di Bella, Edward V R ^a  

^a UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

Author keywords

Compressed sensing; Diffeomorphic registration; Total variation; Ungated perfusion

Indexed keywords

DIFFEOMORPHIC REGISTRATIONS; ITERATIVE RECONSTRUCTION; MOVING STRUCTURES; MYOCARDIAL PERFUSION IMAGING; RECONSTRUCTION METHOD; TOTAL VARIATION; UNDER-SAMPLING; UNGATED PERFUSION;

COMPRESSED SENSING; ELECTROCARDIOGRAPHY; MAGNETIC RESONANCE IMAGING; MOTION COMPENSATION; SIGNAL RECONSTRUCTION;

ITERATIVE METHODS;

EID: 84889042201     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2024046     Document Type: Conference Paper

References (18)

1. DiBella, E.V.R., Chen, L., Schabel, M.C., et al., "Myocardial perfusion acquisition without magnetization preparation or gating," Magn Reson Med. 67(3), 609-13 (2012).
2. Stuber, M., Botnar, R.M., Fischer, S.E., et al., "Preliminary report on in vivo coronary MRA at 3 Tesla in humans," Magn Reson Med. 48, 425-429 (2002).
3. Adluru, G., Awate, S.P., Tasdizen, T., et al., "Temporally constrained reconstruction of dynamic cardiac perfusion MRI," Magn Reson Med. 57(6), 1027-36 (2007).
4. Adluru, G., McGann, C., Speier, P., et al., "Acquisition and reconstruction of undersampled radial data for myocardial perfusion MRI," J Magn Reson Imag 29, 466-473 (2009).
5. Pedersen, H., Kozerke, S., Ringgaard, S., et al., "k-t PCA: temporally constrained k-t BLAST reconstruction using principal component analysis," Magn Reson Med. 62(3), 706-16 (2009).
6. Otazo, R., Kim, D., Axel, L., et al., "Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI," Magn Reson Med. 64(3): 767-76 (2010).
7. Lingala, S.G., Hu, Y., DiBella, E.V.R., et al., "Accelerated dynamic MRI exploiting sparsity and low-rank structure: k-t SLR," IEEE Trans Med Imaging. 30(5), 1042-54 (2011).
8. Harrison, A., Adluru, G., Wilson, B., et al. "Self-gated cardiac magnetic resonance perfusion imaging compared with X-ray angiography: a pilot study," J Cardiovasc Magn Reson 14, O39 (2012).
9. Jung, H., Ye, J., "Motion estimated and compensated compressed sensing dynamic magnetic resonance imaging: What we can learn from video compression techniques," Int J Imag Systems and Technology, 20(2), 81-98, (2010).
10. Usman, M., Atkinson, D., Odille, F., et al., "Motion corrected compressed sensing for free-breathing dynamic cardiac MRI," Magn Reson Med. Epub (2012).
11. Pedersen, H., Olafsdottir, H., Larsen, R., et al., "A unifying model of perfusion and motion applied to reconstruction of sparsely sampled free-breathing myocardial perfusion mri," Proc. IEEE ISBI, 752-755, (2010).
12. Lingala, S.G., Nadar, M., Chefd'hotel, C., et al, "Unified reconstruction and motion estimation in cardiac perfusion MRI," Proc. IEEE ISBI, 65-68 (2011).
13. Rudin, L., Osher, S., Fatemi, E., "Nonlinear total variation based noise removal algorithms," Physica D, 60, 259-268, (1992).
14. DiBella, E.V.R., Adluru, G., Chen, L., et al., "Self-gated Cardiac Perfusion MRI," Proc. ISMRM, 222, (2011).
15. Adluru, G., DiBella, E.V.R., Schabel, M.C., "Model-based registration for dynamic cardiac perfusion MRI," J Magn Reson Imaging, 24(5), 1062-70 (2006).
16. Avants, B.B., Epstein, C.L., Grossman, M., et al., "Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain," Med Imag. Anal. 12, 26-41 (2008).
17. http://stnava.github.io/ANTs/
18. Winkelmann, S., Schaeffter, T., Koehler, T., et al., "An optimal radial profile order based on the Golden Ratio for time-resolved MRI," IEEE Trans Med Imaging. 26(1), 68-76 (2007).