Synthetic CT generation based on CBCT using improved vision transformer CycleGAN

Abstract Cone-beam computed tomography (CBCT) is a crucial component of adaptive radiation therapy; however, it frequently encounters challenges such as artifacts and noise, significantly constraining its clinical utility. While CycleGAN is a widely employed method for CT image synthesis, it has not...

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Bibliographic Details
Main Authors: Yuxin Hu, Han Zhou, Ning Cao, Can Li, Can Hu
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-61492-7