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Revisiting [Formula: see text]-wavelet compressed-sensing MRI in the era of deep learning

Following their success in numerous imaging and computer vision applications, deep-learning (DL) techniques have emerged as one of the most prominent strategies for accelerated MRI reconstruction. These methods have been shown to outperform conventional regularized methods based on compressed sensin...

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Detalles Bibliográficos
Autores principales: Gu, Hongyi, Yaman, Burhaneddin, Moeller, Steen, Ellermann, Jutta, Ugurbil, Kamil, Akçakaya, Mehmet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9388129/
https://www.ncbi.nlm.nih.gov/pubmed/35939712
http://dx.doi.org/10.1073/pnas.2201062119