Cargando…
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...
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: | |
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 |
Ejemplares similares
-
Generating synthetic CT from low-dose cone-beam CT by using generative adversarial networks for adaptive radiotherapy
por: Gao, Liugang, et al.
Publicado: (2021) -
ADE-CycleGAN: A Detail Enhanced Image Dehazing CycleGAN Network
por: Yan, Bingnan, et al.
Publicado: (2023) -
Image Translation of Breast Ultrasound to Pseudo Anatomical Display by CycleGAN
por: Barkat, Lilach, et al.
Publicado: (2023) -
CBCT-based synthetic CT generated using CycleGAN with HU correction for adaptive radiotherapy of nasopharyngeal carcinoma
por: Jihong, Chen, et al.
Publicado: (2023) -
Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation
por: Pai, Suraj, et al.
Publicado: (2023)