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Robust RF shimming and small-tip-angle multispoke pulse design with finite-difference regularization.

Adrian Paez1,2, Chunming Gu1,2,3, Zhipeng Cao4,5

  • 1F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA.

Magnetic Resonance in Medicine
|May 2, 2021
PubMed
Summary
This summary is machine-generated.

A new finite-difference regularizer enhances radiofrequency (RF) shimming and pulse design in ultrahigh-field MRI. This method prevents signal loss, improving image signal-to-noise ratio (SNR) for more robust functional MRI scans.

Keywords:
dynamic multislice shimmingfunctional MRIparallel transmitsmall-tip-angle approximationspokes pulsesultrahigh-field MRI

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Area of Science:

  • Magnetic Resonance Imaging (MRI)
  • Biomedical Engineering
  • Signal Processing

Background:

  • Ultrahigh-field MRI (7 Tesla and above) presents challenges in radiofrequency (RF) field homogeneity.
  • Parallel transmit RF shimming and small-tip-angle multispoke pulse design are crucial for optimizing image quality and minimizing artifacts.
  • Existing magnitude least-squares algorithms can suffer from flip angle nulls, leading to signal loss and reduced robustness.

Purpose of the Study:

  • To introduce and evaluate a novel finite-difference regularizer for magnitude least-squares optimization.
  • To improve the robustness of parallel transmit RF shimming and small-tip-angle multispoke pulse designs in ultrahigh-field MRI.
  • To mitigate flip angle nulls and enhance image signal-to-noise ratio (SNR).

Main Methods:

  • A finite-difference regularization term was integrated into an iterative magnitude-least-squares pulse design algorithm.
  • The regularizer was activated upon detection of unwanted flip angle null distributions.
  • The algorithm's performance was assessed using simulated and experimental Bloch simulation data ( maps) at 7 T across various transmit arrays and human subjects.
  • Dynamic multislice RF shimming for single-shot gradient-echo EPI in human functional MRI at 7 T was used for experimental validation.

Main Results:

  • The finite-difference regularizer effectively prevented the formation of excitation nulls in RF shimming and small-tip-angle multispoke pulses.
  • A monotonic trade-off relationship between flip angle error and RF power was observed, improving pulse design.
  • Simulations and experiments with multiple head-array geometries and 12 healthy subjects confirmed the algorithm's effectiveness.
  • Functional MRI scans at 7 T with dynamic RF shimming demonstrated high image SNR throughout the brain, contrasting with significant signal loss using conventional methods.

Conclusions:

  • Finite-difference regularization significantly enhances the robustness of RF shimming and small-tip-angle multispoke pulse design algorithms.
  • The proposed method leads to improved flip angle homogeneity and a predictable relationship between flip angle error and RF power.
  • This approach effectively avoids unwanted solutions, paving the way for more reliable ultrahigh-field MRI applications.