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...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2024-05-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-024-61492-7 |