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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Radiother Oncol
Egile Nagusiak: 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
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Elsevier Scientific Publishers 2021
Gaiak:
Original Article
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC8216429/
https://ncbi.nlm.nih.gov/pubmed/33812914
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.radonc.2021.03.034
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