Research on pseudo CT image synthesis technology based on deep learning method and its application in radiotherapy
10.3760/cma.j.issn.0254-5098.2021.03.012
- VernacularTitle:基于深度学习方法的伪CT图像合成技术研究及在放疗中的应用进展
- Author:
Hongfei SUN
;
Xinye NI
;
Jianhua YANG
- From:
Chinese Journal of Radiological Medicine and Protection
2021;41(3):222-228
- CountryChina
- Language:Chinese
-
Abstract:
With the improvement of the complexity of medical image synthesis and the demand for the accuracy of clinical radiotherapy, deep learning algorithm plays an increasingly important role in pseudo CT image synthesis and analysis. This paper classifies and analyzes the pseudo CT image synthesis technology based on deep learning method in terms of the types of image modes, and describes the ongoing application in radiotherapy.
