Variable-Density Single-Shot Fast Spin-Echo MRI with Deep Learning Reconstruction by Using Variational Networks

PURPOSE: To develop a deep learning reconstruction approach to improve the reconstruction speed and quality of highly undersampled variable-density single-shot fast spin-echo imaging by using a variational network (VN), and to clinically evaluate the feasibility of this approach. MATERIALS AND METHO...

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Veröffentlicht in:Radiology
Hauptverfasser: Chen, Feiyu, Taviani, Valentina, Malkiel, Itzik, Cheng, Joseph Y., Tamir, Jonathan I., Shaikh, Jamil, Chang, Stephanie T., Hardy, Christopher J., Pauly, John M., Vasanawala, Shreyas S.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Radiological Society of North America 2018
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Original Research
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6209075/
https://ncbi.nlm.nih.gov/pubmed/30040039
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/radiol.2018180445
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