title: Use of pattern recognition for unaliasing simultaneously acquired slices in simultaneous multislice MR fingerprinting.
abstract: The purpose of this study is to accelerate an MR fingerprinting (MRF) acquisition by using a simultaneous multislice method.
  
  
  
  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 T1and T2maps of each slice. Quantitative results from the proposed method were validated with the gold-standard spin echo methods in a phantom. T1and T2maps 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.
  
  
  
  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. T1and T2values of in vivo brain from the proposed method also matched the results from the normal MRF-FISP acquisition.
  
  
  
  T1and T2values 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.
authors.affiliation: Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA.
authors.forename: Yun
authors.initials: Y
authors.lastname: Jiang
authors.affiliation: Department of Radiology, Case Western Reserve University, Cleveland, Ohio, USA.
authors.forename: Dan
authors.initials: D
authors.lastname: Ma
authors.affiliation: Siemens Medical Solutions USA Inc, Charlestown, Massachusetts, USA.
authors.forename: Himanshu
authors.initials: H
authors.lastname: Bhat
authors.affiliation: Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, USA.|Department of Biomedical Engineering, Zhejiang University, Hangzhou, Zhejiang, China.
authors.forename: Huihui
authors.initials: H
authors.lastname: Ye
authors.affiliation: Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, USA.
authors.forename: Stephen F
authors.initials: SF
authors.lastname: Cauley
authors.affiliation: Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, USA.|Department of Electrical Engineering and Computer Science, Harvard-MIT Division of Health Sciences and Technology, MIT, Cambridge, Massachusetts, USA.
authors.forename: Lawrence L
authors.initials: LL
authors.lastname: Wald
authors.affiliation: Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, USA.
authors.forename: Kawin
authors.initials: K
authors.lastname: Setsompop
authors.affiliation: Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA.|Department of Radiology, Case Western Reserve University, Cleveland, Ohio, USA.
authors.forename: Mark A
authors.initials: MA
authors.lastname: Griswold
mesh_terms: D000465:Algorithms; D001921:Brain / Q000000981:diagnostic imaging; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D008279:Magnetic Resonance Imaging / Q000379:methods*; D010363:Pattern Recognition, Automated / Q000379:methods*; D019047:Phantoms, Imaging
keywords: MR fingerprinting; pattern recognition; quantitative imaging; relaxation time; simultaneous multislice