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Multi-band Multi-shot Diffusion MRI Reconstruction with Joint Usage of Structured Low-rank Constraints and Explicit Phase Mapping (JULEP)

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JULEP

This software package contains Matlab scripts to reproduce results for Multi-band Multi-shot Diffusion MRI Reconstruction with Joint Usage of Structured Low-rank Constraints and Explicit Phase Mapping (JULEP).

Getting Started

Run JULEP_main.m to reproduce the results of JULEP.

Example data of MB=3, Nshot=4 are provided in the data folder. Also, refer to the example data for the data format requirement.

Citation

If you find this code useful in your research, please cite:

Dai E, Mani M, McNab JA. Multi‐band multi‐shot diffusion MRI reconstruction with joint usage of structured low‐rank constraints and explicit phase mapping. Magn Reson Med. 2022. doi:10.1002/mrm.29422.

Related software packages/papers

IRLS MUSSELS: Mani M, Aggarwal HK, Magnotta V, Jacob M. Improved MUSSELS reconstruction for high-resolution multi-shot diffusion-weighted imaging. Magn Reson Med 2020;83:2253-2263.

NEATR: Bilgic B, Chatnuntawech I, Manhard MK, et al. Highly accelerated multishot echo-planar imaging through synergistic machine learning and joint reconstruction. Magn Reson Med 2019;82:1343-1358.

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Multi-band Multi-shot Diffusion MRI Reconstruction with Joint Usage of Structured Low-rank Constraints and Explicit Phase Mapping (JULEP)

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  • MATLAB 100.0%