Estimation of the CSA-ODF using bayesian compressed sensing of multi-shell HARDI

Julio M. Duarte-Carvajalino; Christophe Lenglet; Junqian Xu; Essa Yacoub; Kamil Ugurbil; Steen Moeller; Lawrence Carin; Guillermo Sapiro

doi:10.1002/mrm.25046

Estimation of the CSA-ODF using bayesian compressed sensing of multi-shell HARDI

Julio M. Duarte-Carvajalino, Christophe Lenglet, Junqian Xu, Essa Yacoub, Kamil Ugurbil, Steen Moeller, Lawrence Carin, Guillermo Sapiro

Research output: Contribution to journal › Article › peer-review

14 Scopus citations

Abstract

Purpose: Diffusion MRI provides important information about the brain white matter structures and has opened new avenues for neuroscience and translational research. However, acquisition time needed for advanced applications can still be a challenge in clinical settings. There is consequently a need to accelerate diffusion MRI acquisitions.

Original language	English (US)
Pages (from-to)	1471-1485
Number of pages	15
Journal	Magnetic Resonance in Medicine
Volume	72
Issue number	5
DOIs	https://doi.org/10.1002/mrm.25046
State	Published - Nov 1 2014
Externally published	Yes

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10.1002/mrm.25046

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abstract = "Purpose: Diffusion MRI provides important information about the brain white matter structures and has opened new avenues for neuroscience and translational research. However, acquisition time needed for advanced applications can still be a challenge in clinical settings. There is consequently a need to accelerate diffusion MRI acquisitions.",

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AU - Duarte-Carvajalino, Julio M.

AU - Lenglet, Christophe

AU - Xu, Junqian

AU - Yacoub, Essa

AU - Ugurbil, Kamil

AU - Moeller, Steen

AU - Carin, Lawrence

AU - Sapiro, Guillermo

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Estimation of the CSA-ODF using bayesian compressed sensing of multi-shell HARDI

Abstract

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