Imaging Study of Pseudo-CT Synthesized From Cone-Beam CT Based on 3D CycleGAN in Radiotherapy

PURPOSE: To propose a synthesis method of pseudo-CT (CT(CycleGAN)) images based on an improved 3D cycle generative adversarial network (CycleGAN) to solve the limitations of cone-beam CT (CBCT), which cannot be directly applied to the correction of radiotherapy plans. METHODS: The improved U-Net wit...

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Detalles Bibliográficos
Autores principales: Sun, Hongfei, Fan, Rongbo, Li, Chunying, Lu, Zhengda, Xie, Kai, Ni, Xinye, Yang, Jianhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7994515/
https://www.ncbi.nlm.nih.gov/pubmed/33777746
http://dx.doi.org/10.3389/fonc.2021.603844

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7994515/
https://www.ncbi.nlm.nih.gov/pubmed/33777746
http://dx.doi.org/10.3389/fonc.2021.603844

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