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Reference-Driven Undersampled MR Image Reconstruction Using Wavelet Sparsity-Constrained Deep Image Prior

Deep learning has shown potential in significantly improving performance for undersampled magnetic resonance (MR) image reconstruction. However, one challenge for the application of deep learning to clinical scenarios is the requirement of large, high-quality patient-based datasets for network train...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Comput Math Methods Med
Prif Awduron: Zhao, Di, Huang, Yanhu, Zhao, Feng, Qin, Binyi, Zheng, Jincun
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Hindawi 2021
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7846397/
https://ncbi.nlm.nih.gov/pubmed/33552232
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/8865582
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