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JOINT OPTIMIZATION OF SAMPLING PATTERN AND PRIORS IN MODEL BASED DEEP LEARNING

Deep learning methods are emerging as powerful alternatives for compressed sensing MRI to recover images from highly undersampled data. Unlike compressed sensing, the image redundancies that are captured by these models are not well understood. The lack of theoretical understanding also makes it cha...

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Bibliographische Detailangaben
Veröffentlicht in:Proc IEEE Int Symp Biomed Imaging
Hauptverfasser: Aggarwal, Hemant K., Jacob, Mathews
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7877807/
https://ncbi.nlm.nih.gov/pubmed/33584975
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/isbi45749.2020.9098639
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