Three‐dimensional pulmonary perfusion MRI with radial ultrashort echo time and spatial–temporal constrained reconstruction

作者: Grzegorz Bauman , Kevin M. Johnson , Laura C. Bell , Julia V. Velikina , Alexey A. Samsonov

DOI: 10.1002/MRM.25158

关键词:

摘要: Purpose To assess the feasibility of spatial–temporal constrained reconstruction for accelerated regional lung perfusion using highly undersampled dynamic contrast-enhanced (DCE) three-dimensional (3D) radial MRI with ultrashort echo time (UTE). Methods A combined strategy was used to accelerate DCE 3D pulmonary whole coverage. A UTE acquisition an iterative exploiting principal component analysis and wavelet soft-thresholding dimensionality reduction in space time. The performance method evaluated a fractal-based digital phantom. Simulated maps contrast enhancement curves were compared ground truth structural similarity index (SSIM) determine robust threshold regularization levels. Feasibility studies then performed canine human subject (TE = 0.08 ms) mapping perfusion. Results The able accurately recover phantom nominal isotropic spatial resolution 1.5 mm (SSIM 0.949). demonstrated providing artifact-free simple breath-held acquisition. Conclusion The proposed is promising fast flexible imaging. Magn Reson Med 73:555–564, 2015. © 2014 Wiley Periodicals, Inc.

参考文章(34)
Kang Wang, Mark L. Schiebler, Christopher J. Francois, A. Munoz Del Rio, Ma. Daniela Cornejo, Laura C. Bell, Frank R. Korosec, Jean H. Brittain, James H. Holmes, Scott K. Nagle, Pulmonary perfusion MRI using interleaved variable density sampling and HighlY constrained cartesian reconstruction (HYCR). Journal of Magnetic Resonance Imaging. ,vol. 38, pp. 751- 756 ,(2013) , 10.1002/JMRI.24018
Kevin M. Johnson, Sean B. Fain, Mark L. Schiebler, Scott Nagle, Optimized 3D ultrashort echo time pulmonary MRI. Magnetic Resonance in Medicine. ,vol. 70, pp. 1241- 1250 ,(2013) , 10.1002/MRM.24570
Paul Meier, Kenneth L. Zierler, On the Theory of the Indicator-Dilution Method for Measurement of Blood Flow and Volume Journal of Applied Physiology. ,vol. 6, pp. 731- 744 ,(1954) , 10.1152/JAPPL.1954.6.12.731
Mark A. Griswold, Peter M. Jakob, Mathias Nittka, James W. Goldfarb, Axel Haase, Partially parallel imaging with localized sensitivities (PILS). Magnetic Resonance in Medicine. ,vol. 44, pp. 602- 609 ,(2000) , 10.1002/1522-2594(200010)44:4<602::AID-MRM14>3.0.CO;2-5
Hiroto Hatabu, Eiji Tadamura, David L. Levin, Qun Chen, Wei Li, Ducksoo Kim, Pottumarthi V. Prasad, Robert R. Edelman, Quantitative assessment of pulmonary perfusion with dynamic contrast-enhanced MRI. Magnetic Resonance in Medicine. ,vol. 42, pp. 1033- 1038 ,(1999) , 10.1002/(SICI)1522-2594(199912)42:6<1033::AID-MRM7>3.0.CO;2-7
Bo Zhao, Justin P. Haldar, Anthony G. Christodoulou, Zhi-Pei Liang, Image Reconstruction From Highly Undersampled $( {\bf k}, {t})$ -Space Data With Joint Partial Separability and Sparsity Constraints IEEE Transactions on Medical Imaging. ,vol. 31, pp. 1809- 1820 ,(2012) , 10.1109/TMI.2012.2203921
Martin Buehrer, Klaas P. Pruessmann, Peter Boesiger, Sebastian Kozerke, Array compression for MRI with large coil arrays. Magnetic Resonance in Medicine. ,vol. 57, pp. 1131- 1139 ,(2007) , 10.1002/MRM.21237
Andrew V. Barger, Walter F. Block, Yuriy Toropov, Thomas M. Grist, Charles A. Mistretta, Time-resolved contrast-enhanced imaging with isotropic resolution and broad coverage using an undersampled 3D projection trajectory Magnetic Resonance in Medicine. ,vol. 48, pp. 297- 305 ,(2002) , 10.1002/MRM.10212
Henrik Pedersen, Sebastian Kozerke, Steffen Ringgaard, Kay Nehrke, Won Yong Kim, k-t PCA: temporally constrained k-t BLAST reconstruction using principal component analysis. Magnetic Resonance in Medicine. ,vol. 62, pp. 706- 716 ,(2009) , 10.1002/MRM.22052
Ho-Ling Liu, Yonglin Pu, Yijun Liu, Lisa Nickerson, Trevor Andrews, Peter T. Fox, Jia-Hong Gao, Cerebral blood flow measurement by dynamic contrast MRI using singular value decomposition with an adaptive threshold. Magnetic Resonance in Medicine. ,vol. 42, pp. 167- 172 ,(1999) , 10.1002/(SICI)1522-2594(199907)42:1<167::AID-MRM22>3.0.CO;2-Q