Design of a shim coil array matched to the human brain anatomy
| Autor: | Feng Jia, Klaus Scheffler, Huijun Yu, A Aghaeifar, Ying-Hua Chu, Xiang Gao, Maxim Zaitsev, Stefan Kroboth, Yi-Cheng Hsu, Pierre LeVan, Wenchao Yang, Philipp Amrein, Sebastian Littin, Hatem Elshatlawy |
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| Rok vydání: | 2020 |
| Předmět: |
Coil array
Computer science Physics::Medical Physics Spherical harmonics Brain Shim (magnetism) Anatomy Equipment Design Magnetic Resonance Imaging Cross-validation 030218 nuclear medicine & medical imaging 03 medical and health sciences 0302 clinical medicine Electromagnetic coil Multi coil Singular value decomposition Humans Radiology Nuclear Medicine and imaging Engineering design process 030217 neurology & neurosurgery |
| Zdroj: | Magnetic Resonance in Medicine |
| Popis: | Purpose The purpose of this study is to introduce a novel design method of a shim coil array specifically optimized for whole brain shimming and to compare the performance of the resulting coils to conventional spherical harmonic shimming. Methods The proposed design approach is based on the stream function method and singular value decomposition. Eighty-four field maps from 12 volunteers measured in seven different head positions were used during the design process. The cross validation technique was applied to find an optimal number of coil elements in the array. Additional 42 field maps from 6 further volunteers were used for an independent validation. A bootstrapping technique was used to estimate the required population size to achieve a stable coil design. Results Shimming using 12 and 24 coil elements outperforms fourth- and fifth-order spherical harmonic shimming for all measured field maps, respectively. Coil elements show novel coil layouts compared to the conventional spherical harmonic coils and existing multi-coils. Both leave-one-out and independent validation demonstrate the generalization ability of the designed arrays. The bootstrapping analysis predicts that field maps from approximately 140 subjects need to be acquired to arrive at a stable design. Conclusions The results demonstrate the validity of the proposed method to design a shim coil array matched to the human brain anatomy, which naturally satisfies the laws of electrodynamics. The design method may also be applied to develop new shim coil arrays matched to other human organs. |
| Databáze: | OpenAIRE |
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