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Multi-slice MR Reconstruction with Low-Rank Tensor Completion

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MS-HTC

Suggested setup

Demo and sample data

  • Two matlab demo scripts are provided for MS-HTC reconstruction.
    • demo_MSHTC_spiral: MS-HTC reconstruction for spiral imaging
    • demo_MSHTC_T1w_Cartesian: MS-HTC reconstruction for Cartesian imaging with 1D Poisson-disk undersampling
  • Two sets of sample data are available.
    • T2w_SE_Spiral.mat: 4-slice 8-channel fully sampled spiral data
    • T1w_SE.mat: 4-slice 8-channel fully sampled T1w data. mask_3x_vd0_1D_N360.mat contains the sampling mask at R = 3.
  • The reconstruction results will be saved under .\tmp\

Reference

Liu, Yilong, et al. "Calibrationless parallel imaging reconstruction for multislice MR data using low‐rank tensor completion." Magnetic Resonance in Medicine 85.2 (2021): 897-911.

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