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Adaptive-size dictionary learning using information theoretic criteria for image reconstruction from undersampled k-space data in low field magnetic resonance imaging

BACKGROUND: Magnetic resonance imaging (MRI) is a safe non-invasive and nonionizing medical imaging modality that is used to visualize the structure of human anatomy. Conventional (high-field) MRI scanners are very expensive to purchase, operate and maintain, which limit their use in many developing...

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Detalles Bibliográficos
Autores principales: Ahishakiye, Emmanuel, Van Gijzen, Martin Bastiaan, Tumwiine, Julius, Obungoloch, Johnes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7477908/
https://www.ncbi.nlm.nih.gov/pubmed/32600272
http://dx.doi.org/10.1186/s12880-020-00474-3