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Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis

We propose neural network layers that explicitly combine frequency and image feature representations and show that they can be used as a versatile building block for reconstruction from frequency space data. Our work is motivated by the challenges arising in MRI acquisition where the signal is a cor...

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Detalles Bibliográficos
Autores principales: Singh, Nalini M., Iglesias, Juan Eugenio, Adalsteinsson, Elfar, Dalca, Adrian V., Golland, Polina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9639401/
https://www.ncbi.nlm.nih.gov/pubmed/36349348