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Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields

In this paper, we present a novel dictionary learning framework for data lying on the manifold of square root densities and apply it to the reconstruction of diffusion propagator (DP) fields given a multi-shell diffusion MRI data set. Unlike most of the existing dictionary learning algorithms which...

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Detalles Bibliográficos
Main Authors: Sun, Jiaqi, Xie, Yuchen, Ye, Wenxing, Ho, Jeffrey, Entezari, Alireza, Blackband, Stephen J., Vemuri, Baba C.
Formato: Artigo
Idioma:Inglês
Publicado: 2013
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4000552/
https://ncbi.nlm.nih.gov/pubmed/24684004
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