Quantitative Susceptibility Mapping

A bespoke Gaussian-mixture distribution is used to model the long-tailed noise distribution in cases of brain hemorrhage and/or calcification QSM.

Robust Quantitative Susceptibility Mapping (QSM)

A bespoke Gaussian-mixture distribution is used to model the long-tailed noise distribution in cases of brain hemorrhage and/or calcification in QSM with automatic hyperparameter estimation (Huang et al., 2023).

Comparison of the recovered quantitative susceptibility maps using MEDI and the proposed AMP-PE approaches.

References

2023

MRM

Robust quantitative susceptibility mapping via approximate message passing with parameter estimation

Shuai Huang, James J. Lah, Jason W. Allen , and 1 more author

Magnetic Resonance in Medicine, 2023

Bib HTML

@article{robust_qsm,
  author = {Huang, Shuai and Lah, James J. and Allen, Jason W. and Qiu, Deqiang},
  title = {Robust quantitative susceptibility mapping via approximate message passing with parameter estimation},
  journal = {Magnetic Resonance in Medicine},
  volume = {90},
  number = {4},
  pages = {1414-1430},
  year = {2023}
}