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Sparse MR Image Reconstruction Considering Rician Noise Models: A CNN Approach

Compressive sensing (CS) provides a potential platform for acquiring slow and sequential data, as in magnetic resonance (MR) imaging. However, CS requires high computational time for reconstructing MR images from sparse k-space data, which restricts its usage for high speed online reconstruction and...

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Detalhes bibliográficos
Publicado no:Wirel Pers Commun
Main Authors: Manimala, M. V. R., Dhanunjaya Naidu, C., Giri Prasad, M. N.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7417787/
https://ncbi.nlm.nih.gov/pubmed/32836885
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11277-020-07725-0
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