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Accelerated 4D‐flow MRI with 3‐point encoding enabled by machine learning

PURPOSE: To investigate the acceleration of 4D‐flow MRI using a convolutional neural network (CNN) that produces three directional velocities from three flow encodings, without requiring a fourth reference scan measuring background phase. METHODS: A fully 3D CNN using a U‐net architecture was traine...

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Detalles Bibliográficos
Autores principales: Kim, Dahan, Jen, Mu‐Lan, Eisenmenger, Laura B., Johnson, Kevin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712238/
https://www.ncbi.nlm.nih.gov/pubmed/36198027
http://dx.doi.org/10.1002/mrm.29469