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Correction of field inhomogeneity effects on limited k-space MRSI data using anatomical constraints

机译:使用解剖学约束对有限的k空间MRSI数据进行场不均匀性影响的校正

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Magnetic field inhomogeneity is a long-standing problem in magnetic resonance imaging (MRI) and spectroscopic imaging (MRSI). Specifically, in MRSI, field inhomogeneity, if not corrected, can cause frequency shifts, line broadening, and lineshape distortions in the spectral peaks. This paper addresses the problem of correcting the field inhomogeneity effects on limited k-space MRSI data. A penalized maximum-likelihood method is proposed, which enables the use of anatomical constraints for improving the correction performance with only limited k-space data. Simulation results are shown to demonstrate the effectiveness of the proposed method.
机译:磁场不均匀性是磁共振成像(MRI)和光谱成像(MRSI)中的一个长期存在的问题。具体而言,在MRSI中,如果不进行校正,则电场不均匀会导致频谱峰值中的频移,线宽和线形失真。本文解决了在有限的k空间MRSI数据上校正场不均匀性影响的问题。提出了一种惩罚最大似然法,该方法使得能够使用解剖学约束来仅通过有限的k空间数据来改善校正性能。仿真结果表明了该方法的有效性。

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