ISDU-QSMNet: Iterative Specific Denoising via Unshared Weights for QSM
ISDU-QSMNet: Iterative Specific Denoising via Unshared Weights for QSM
Reconstruction
Reconstruction
Embedded Files
QSM Problem
QSM Problem
QSM provides information about the underlying magnetic susceptibility distribution of a sample from MRI phase measurements. It is useful in the clinical diagnosis of diseases like Demyelination, Calcification, and Parkinson’s disease.
The following mathematical relation represents the linear approximated equation for the QSM reconstruction :
For solving QSM problem, it is required peform dipole deconvolution with local field. It is very cruical step in the QSM solving. Unfortunately, this it is an illposed problem.
ISDU-QSMNet Architecture
ISDU-QSMNet Architecture
Testing in ISDU-QSMNet (Iterative improvement):
Testing in ISDU-QSMNet (Iterative improvement):
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