MV CBCT-Based Synthetic CT Generation Using a Deep Learning Method for Rectal Cancer Adaptive Radiotherapy

Due to image quality limitations, online Megavoltage cone beam CT (MV CBCT), which represents real online patient anatomy, cannot be used to perform adaptive radiotherapy (ART). In this study, we used a deep learning method, the cycle-consistent adversarial network (CycleGAN), to improve the MV CBCT...

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Detalles Bibliográficos
Autores principales: Zhao, Jun, Chen, Zhi, Wang, Jiazhou, Xia, Fan, Peng, Jiayuan, Hu, Yiwen, Hu, Weigang, Zhang, Zhen
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/PMC8201514/
https://www.ncbi.nlm.nih.gov/pubmed/34136391
http://dx.doi.org/10.3389/fonc.2021.655325

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8201514/
https://www.ncbi.nlm.nih.gov/pubmed/34136391
http://dx.doi.org/10.3389/fonc.2021.655325

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