Reducing acquisition time for axon diameter mapping using global optimization in the spatial-angular-microstructure space

State-of-the-art microstructure imaging methods usually fit biophysical models to the diffusion MRI data on a voxel-by-voxel basis using non-linear procedures that require both long acquisitions and processing time. We recently introduced AMICO, a framework to reformulate these techniques as efficient linear problems and enable faster reconstructions. Here, we propose an extension that enables robust reconstructions from a reduced number of diffusion measurements, thus leading to faster acquisitions, too. Our novel formulation estimates simultaneously the microstructure configuration in all voxels as a global optimization problem, exploiting information from neighboring voxels that cannot be taken into account with existing techniques.


Presented at:
24th annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Singapore, Singapore, May 7-13 2016
Year:
2016
Keywords:
Laboratories:




 Record created 2016-01-11, last modified 2018-03-17


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