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Structurally-constrained optical-flow-guided adversarial generation of synthetic CT for MR-only radiotherapy treatment planning

The rapid progress in image-to-image translation methods using deep neural networks has led to advancements in the generation of synthetic CT (sCT) in MR-only radiotherapy workflow. Replacement of CT with MR reduces unnecessary radiation exposure, financial cost and enables more accurate delineation...

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Detalles Bibliográficos
Autores principales: Vajpayee, Rajat, Agrawal, Vismay, Krishnamurthi, Ganapathy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9437076/
https://www.ncbi.nlm.nih.gov/pubmed/36050323
http://dx.doi.org/10.1038/s41598-022-18256-y