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New algorithms for parallel MRI

S Anzengruber1, F Bauer2, A Leitão3 and R Ramlau1

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Magnetic Resonance Imaging with parallel data acquisition requires algorithms for reconstructing the patient's image from a small number of measured lines of the Fourier domain (k-space).

In contrast to well-known algorithms like SENSE and GRAPPA and its flavors we consider the problem as a non-linear inverse problem. However, in order to avoid cost intensive derivatives we will use Landweber-Kaczmarz iteration and in order to improve the overall results some additional sparsity constraints.


PACS

87.61.Tg Clinical applications

87.57.N- Image analysis

02.30.Zz Inverse problems

Subjects

Mathematical physics

Medical physics

Dates

Issue 1 (2008)



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