Signal Enhancement of Low Magnetic Field Magnetic Resonance Image Using a Conventional- and Cyclic-Generative Adversarial Network Models With Unpaired Image Sets

In this study, the signal enhancement ratio of low-field magnetic resonance (MR) images was investigated using a deep learning-based algorithm. Unpaired image sets (0.06 Tesla and 1.5 Tesla MR images for different patients) were used in this study following three steps workflow. In the first step, t...

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Detalles Bibliográficos
Autores principales: Yoo, Denis, Choi, Yuni Annette, Rah, C. J., Lee, Eric, Cai, Jing, Min, Byung Jun, Kim, Eun Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144640/
https://www.ncbi.nlm.nih.gov/pubmed/34046353
http://dx.doi.org/10.3389/fonc.2021.660284

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144640/
https://www.ncbi.nlm.nih.gov/pubmed/34046353
http://dx.doi.org/10.3389/fonc.2021.660284

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