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Learning a preconditioner to accelerate compressed sensing reconstructions in MRI

PURPOSE: To learn a preconditioner that accelerates parallel imaging (PI) and compressed sensing (CS) reconstructions. METHODS: A convolutional neural network (CNN) with residual connections was used to train a preconditioning operator. Training and validation data were simulated using 50% brain ima...

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Detalles Bibliográficos
Autores principales: Koolstra, Kirsten, Remis, Rob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299023/
https://www.ncbi.nlm.nih.gov/pubmed/34752655
http://dx.doi.org/10.1002/mrm.29073