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Rapid 4D-MRI reconstruction using a deep radial convolutional neural network: Dracula

BACKGROUND AND PURPOSE: 4D and midposition MRI could inform plan adaptation in lung and abdominal MR-guided radiotherapy. We present deep learning-based solutions to overcome long 4D-MRI reconstruction times while maintaining high image quality and short scan times. METHODS: Two 3D U-net deep convol...

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Detalles Bibliográficos
Autores principales: Freedman, Joshua N., Gurney-Champion, Oliver J., Nill, Simeon, Shiarli, Anna-Maria, Bainbridge, Hannah E., Mandeville, Henry C., Koh, Dow-Mu, McDonald, Fiona, Kachelrieß, Marc, Oelfke, Uwe, Wetscherek, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Scientific Publishers 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8216429/
https://www.ncbi.nlm.nih.gov/pubmed/33812914
http://dx.doi.org/10.1016/j.radonc.2021.03.034