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Use of pattern recognition for unaliasing simultaneously acquired slices in simultaneous multislice MR fingerprinting
Author(s) -
Jiang Yun,
Ma Dan,
Bhat Himanshu,
Ye Huihui,
Cauley Stephen F.,
Wald Lawrence L.,
Setsompop Kawin,
Griswold Mark A.
Publication year - 2017
Publication title -
magnetic resonance in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.696
H-Index - 225
eISSN - 1522-2594
pISSN - 0740-3194
DOI - 10.1002/mrm.26572
Subject(s) - multislice , imaging phantom , flip angle , computer science , scanner , magnetic resonance imaging , nuclear magnetic resonance , artificial intelligence , acceleration , compressed sensing , radiofrequency coil , pattern recognition (psychology) , physics , electromagnetic coil , optics , medicine , radiology , classical mechanics , quantum mechanics
Purpose The purpose of this study is to accelerate an MR fingerprinting (MRF) acquisition by using a simultaneous multislice method. Methods A multiband radiofrequency (RF) pulse was designed to excite two slices with different flip angles and phases. The signals of two slices were driven to be as orthogonal as possible. The mixed and undersampled MRF signal was matched to two dictionaries to retrieve T 1 and T 2 maps of each slice. Quantitative results from the proposed method were validated with the gold‐standard spin echo methods in a phantom. T 1 and T 2 maps of in vivo human brain from two simultaneously acquired slices were also compared to the results of fast imaging with steady‐state precession based MRF method (MRF‐FISP) with a single‐band RF excitation. Results The phantom results showed that the simultaneous multislice imaging MRF–FISP method quantified the relaxation properties accurately compared to the gold‐standard spin echo methods. T 1 and T 2 values of in vivo brain from the proposed method also matched the results from the normal MRF–FISP acquisition. Conclusion T 1 and T 2 values can be quantified at a multiband acceleration factor of two using our proposed acquisition even in a single‐channel receive coil. Further acceleration could be achieved by combining this method with parallel imaging or iterative reconstruction. Magn Reson Med 78:1870–1876, 2017. © 2016 International Society for Magnetic Resonance in Medicine.