Generating synthetic CT from low-dose cone-beam CT by using generative adversarial networks for adaptive radiotherapy

被引:0
作者
Liugang Gao
Kai Xie
Xiaojin Wu
Zhengda Lu
Chunying Li
Jiawei Sun
Tao Lin
Jianfeng Sui
Xinye Ni
机构
[1] Nanjing Medical University,Radiotherapy Department, Second People’s Hospital of Changzhou
[2] Nanjing Medical University,Center for Medical Physics
[3] Xuzhou No.1 People’s Hospital,Oncology Department
[4] Nanjing Medical University,School of Biomedical Engineering and Informatics
来源
Radiation Oncology | / 16卷
关键词
Synthetic CT; Low-dose CBCT; Attention-guided GAN; Unpaired; Adaptive radiotherapy;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 105 条
[1]  
Sorcini B(2006)Clinical application of image-guided radiotherapy, IGRT (on the Varian OBI platform) Cancer/Radiother 10 252-257
[2]  
Tilikidis A(2016)Image guided radiation therapy boost in combination with high-dose-rate intracavitary brachytherapy for the treatment of cervical cancer Brachytherapy 8 122-127
[3]  
Wang X(2011)kV cone-beam CT-based IGRT Strahlenther Onkol 187 284-291
[4]  
Li J(2001)Effect of scattered radiation on image noise in cone beam CT Med Phys 28 469-474
[5]  
Wang P(2015)A practical cone-beam CT scatter correction method with optimized Monte Carlo simulations for image-guided radiation therapy Phys Med Biol 60 3567-279
[6]  
Boda-Heggemann J(2008)Radiation dose from cone beam computed tomography for image-guided radiation therapy Int J Radiat Oncol Biol Phys 70 272-S86
[7]  
Lohr F(2020)Low-dose cone-beam CT (LD-CBCT) reconstruction for image-guided radiation therapy (IGRT) by three-dimensional dual-dictionary learning Radiat Oncol 15 192-978
[8]  
Wenz F(2017)Fast 3D CBCT imaging for lung SBRT: is image quality preserved? Radiother Oncol 123 S85-4451
[9]  
Endo M(2015)Comparison of CT number calibration techniques for CBCT-based dose calculation Strahlenther Onkol 191 970-6720
[10]  
Tsunoo T(2019)An evaluation of techniques for dose calculation on cone beam computed tomography Br J Radiol 92 20180383-5646