System used for reconstructing and parallelly obtaining mri image
An imaging system and image technology, applied in the fields of application, medical science, diagnosis, etc., can solve the problem of reducing the quality of the image and so on
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[0011] A system accelerates magnetic resonance (MR) imaging using compressed sensing (CS) combined with GRAPPA, a parallel imaging method, to reconstruct images from highly undersampled data, compared to reconstruction using GRAPPA alone It has a significantly improved error (RMSE). This combination of GRAPPA and CS uses CS to find a better GRAPPA kernel by using a simultaneous sparsity penalty function of the coil image. The method is implemented by formulating the problem as a joint optimization of least squares fitting of a kernel to an ACS line and the sparsity of images generated using GRAPPA with this kernel. The system reconstructs quality images from highly undersampled parallel acquisition with multiple coils. The system includes a computing device (e.g., computer, laptop, DSP (digital signal processor), graphics tablet, portable radiotelephone) that receives acquired data from each RF coil of the MR imaging system, and integrates (integrate) the data to produce a r...
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