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Reducing acquisition time for microstructure imaging with spatially-regularized global optimization

Authors :
Auría Rasclosa, Anna
Romascano, David Paul Roger
Canales-Rodriguez, Erick J.
Dyrby, Tim B.
Alexander, Daniel C.
Thiran, Jean-Philippe
Wiaux, Yves
Daducci, Alessandro
Publication Year :
2016
Publisher :
OHBM,OHBM, 2016.

Abstract

Microstructure imaging with diffusion MRI (dMRI) is usually based on fitting models to the data using voxelwise nonlinear procedures that (i) are time consuming and (ii) need long acquisitions. Recently, we introduced the AMICO framework to accelerate the fit; here, we propose an extension to enable faster acquisitions, too. Our formulation allows exploiting information from neighboring voxels that is not accessible with existing approaches.

Details

Database :
OpenAIRE
Accession number :
edsair.dedup.wf.001..4dd0a7b15ad69699395a49efc501cdda