MR image reconstruction from undersampled data for image-guided radiation therapy using a patient-specific deep manifold image prior

MR image reconstruction from undersampled data for image-guided radiation therapy using a patient-specific deep manifold image prior

IntroductionRecent advancements in radiotherapy (RT) have allowed for the integration of a Magnetic Resonance (MR) imaging scanner with a medical linear accelerator to use MR images for image guidance to position tumors against the treatment beam. Undersampling in MR acquisition is desired to accele...

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Bibliographic Details
Main Authors: Jace Grandinetti, Yin Gao, Yesenia Gonzalez, Jie Deng, Chenyang Shen, Xun Jia
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Oncology
Subjects:
MRI
image reconstruction
radiotherapy
image guidance
prior information
patient-specific prior
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.1013783/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2022.1013783/full

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