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Interslice current change constrained B 0 shim optimization for accurate high‐order dynamic shim updating with strongly reduced eddy currents
Author(s) -
Schwerter Michael,
Hetherington Hoby,
Moon Chan Hong,
Pan Jullie,
Felder Jörg,
Tellmann Lutz,
Shah N. Jon
Publication year - 2019
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.27720
Subject(s) - shim (computing) , homogeneity (statistics) , amplitude , eddy current , imaging phantom , computer science , acoustics , physics , algorithm , optics , erectile dysfunction , medicine , quantum mechanics , machine learning
Purpose To overcome existing challenges in dynamic B 0 shimming by implementing a shim optimization algorithm which limits shim current amplitudes and their temporal variation through the application of constraints and regularization terms. Theory and Methods Spherical harmonic dynamic B 0 shimming is complicated by eddy currents, ill‐posed optimizations, and the need for strong power supplies. Based on the fact that eddy current amplitudes are proportional to the magnitude of the shim current changes, and assuming a smoothness of the B 0 inhomogeneity variation in the slice direction, a novel algorithm was implemented to reduce eddy current generation by limiting interslice shim current changes. Shim degeneracy issues and resulting high current amplitudes are additionally addressed by penalizing high solution norms. Applicability of the proposed algorithm was validated in simulations and in phantom and in vivo measurements. Results High‐order dynamic shimming simulations and measurements have shown that absolute shim current amplitudes and their temporal variation can be substantially reduced with negligible loss in achievable B 0 homogeneity. Whereas conventional dynamic shim updating optimizations improve the B 0 homogeneity, on average, by a factor of 2.1 over second‐order static solutions, our proposed routine reached a factor of 2.0, while simultaneously providing a 14‐fold reduction of the average maximum shim current changes. Conclusions The proposed algorithm substantially reduces the shim amplitudes and their temporal variation, while only marginally affecting the achievable B 0 homogeneity. As a result, it has the potential to mitigate the remaining challenges in dynamic B 0 shimming and help in making its application more readily available.