COMPASS Guiding Reconstruction with Parallel MRI Signal Structure

In this work we show that one can directly identify a parallel MRI signal structure based on imaging physics, elucidate relevant rank/dimensionality with physical parameters, practice reconstruction by finding spectra/images that conform to both the signal structure and acquired spectra samples, and improve SNR by emphasizing conformity to the signal structure.

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