Purpose: MR fingerprinting (MRF) can be used for quantitative estimation of physical parameters in MRI. Here, we extend the method to incorporate B1 estimation. Methods: The acquisition is based on steady state free precession MR fingerprinting with a Cartesian trajectory. To increase the sensitivity to the B1 profile, abrupt changes in flip angle were introduced in the sequence. Slice profile and B1 effects were included in the dictionary and the results from two-and three-dimensional (3D) acquisitions were compared. Acceleration was demonstrated using retrospective undersampling in the phase encode directions of 3D data exploiting redundancy between MRF frames at the edges of k-space. Results: Without B1 estimation, T2 and B1 were inaccurate by more than 20%. Abrupt changes in flip angle improved B1 maps. T1 and T2 values obtained with the new MRF methods agree with classical spin echo measurements and are independent of the B1 field profile. When using view sharing reconstruction, results remained accurate (error <10%) when sampling under 10% of k-space from the 3D data. Conclusion: The methods demonstrated here can successfully measure T1, T2, and B1. Errors due to slice profile can be substantially reduced by including its effect in the dictionary or acquiring data in 3D. (C) 2015 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Cauley, Stephen F.
;
Setsompop, Kawin
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Setsompop, Kawin
;
Ma, Dan
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Ma, Dan
;
Jiang, Yun
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Jiang, Yun
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Ye, Huihui
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Zhejiang Univ, Dept Biomed Engn, Hangzhou 310003, Zhejiang, Peoples R ChinaMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Ye, Huihui
;
Adalsteinsson, Elfar
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
MIT, Harvard Mit Div Hlth Sci & Technol, Inst Med Engn & Sci, Cambridge, MA 02139 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Adalsteinsson, Elfar
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Griswold, Mark A.
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
Univ Hosp Cleveland, Cleveland, OH 44106 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Griswold, Mark A.
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Wald, Lawrence L.
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USA
MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
MIT, Harvard Mit Div Hlth Sci & Technol, Inst Med Engn & Sci, Cambridge, MA 02139 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Gao, Ying
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Chen, Yong
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Jiang, Yun
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Herrmann, Kelsey A.
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Case Western Reserve Univ, Dept Mol Biol & Microbiol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Neurosci, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Herrmann, Kelsey A.
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Vincent, Jason A.
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Vincent, Jason A.
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Dell, Katherine M.
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Case Western Reserve Univ, CWRU Ctr Study Kidney Dis & Biol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Inst Pediat, Cleveland, OH 44106 USA
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Dell, Katherine M.
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Drumm, Mitchell L.
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Case Western Reserve Univ, Dept Pediat, Cleveland, OH 44106 USA
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Drumm, Mitchell L.
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Brady-Kalnay, Susann M.
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Case Western Reserve Univ, Dept Mol Biol & Microbiol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Neurosci, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Brady-Kalnay, Susann M.
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Griswold, Mark A.
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Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Griswold, Mark A.
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Flask, Chris A.
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Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
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Flask, Chris A.
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Lu, Lan
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Cauley, Stephen F.
;
Setsompop, Kawin
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Setsompop, Kawin
;
Ma, Dan
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Ma, Dan
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Jiang, Yun
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Jiang, Yun
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Ye, Huihui
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Zhejiang Univ, Dept Biomed Engn, Hangzhou 310003, Zhejiang, Peoples R ChinaMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Ye, Huihui
;
Adalsteinsson, Elfar
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
MIT, Harvard Mit Div Hlth Sci & Technol, Inst Med Engn & Sci, Cambridge, MA 02139 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Adalsteinsson, Elfar
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Griswold, Mark A.
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
Univ Hosp Cleveland, Cleveland, OH 44106 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
Griswold, Mark A.
;
Wald, Lawrence L.
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Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
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MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
MIT, Harvard Mit Div Hlth Sci & Technol, Inst Med Engn & Sci, Cambridge, MA 02139 USAMassachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Gao, Ying
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Chen, Yong
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Jiang, Yun
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Herrmann, Kelsey A.
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Case Western Reserve Univ, Dept Mol Biol & Microbiol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Neurosci, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Herrmann, Kelsey A.
;
Vincent, Jason A.
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Case Western Reserve Univ, Dept Mol Biol & Microbiol, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Vincent, Jason A.
;
Dell, Katherine M.
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Case Western Reserve Univ, CWRU Ctr Study Kidney Dis & Biol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Inst Pediat, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Pediat, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Dell, Katherine M.
;
Drumm, Mitchell L.
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Case Western Reserve Univ, Dept Pediat, Cleveland, OH 44106 USA
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Drumm, Mitchell L.
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Brady-Kalnay, Susann M.
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Case Western Reserve Univ, Dept Mol Biol & Microbiol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Neurosci, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Brady-Kalnay, Susann M.
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Griswold, Mark A.
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Griswold, Mark A.
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Flask, Chris A.
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Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
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Flask, Chris A.
;
Lu, Lan
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Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
Case Western Reserve Univ, Dept Urol, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA