摘要
MRI-only放射治疗(放疗)的关键在于基于MRI生成伪CT图像(sCT)。深度学习(DL)方法促进了MRI-only放疗相关研究进展。本文着重就MRI-only放疗方案中基于DL生成sCT的研究进展进行综述。
The key of MRI-only radiotherapy is to generate synthetic CT(sCT)based on MRI.With the development of deep learning(DL)method,the research progresses of MRI-only radiotherapy has been promoted.The newest progresses of the generation of sCT based on DL in MRI-only radiotherapy were reviewed emphatically in this article.
作者
毛玲丽
吴秉志
吴香奕
裴曦
徐榭
MAO Lingli;WU Bingzhi;WU Xiangyi;PEI Xi;XU Xie(School of Nuclear Science and Technology,University of Science and Technology of China,Hefei 230025,China;Department of Radiation Oncology,the Second Affiliated Hospital,Zhejiang University School of Medicine,Hangzhou 310003,China;Department of Radiation Oncology,the First Affiliated Hospital of USTC,Hefei 230001,China)
出处
《中国医学影像技术》
CSCD
北大核心
2022年第4期619-623,共5页
Chinese Journal of Medical Imaging Technology
基金
安徽省自然科学基金(1908085MA27)。
关键词
放射治疗
磁共振成像
深度学习
radiotherapy
magnetic resonance imaging
deep learning
