Research progress on radiomics reproducibility
10.3760/cma.j.issn.1004-4221.2018.03.020
- VernacularTitle:影像组学可重复性问题研究进展
- Author:
Qingtao QIU
1
;
Jinghao DUAN
;
Guanzhong GONG
;
Yong YIN
Author Information
1. 山东师范大学物理与电子科学学院 生命与健康研究院 山东省医学物理图像处理技术省级重点实验室
- Keywords:
Radiomics;
Imaging feature;
Reproducibility;
Stability
- From:
Chinese Journal of Radiation Oncology
2018;27(3):327-330
- CountryChina
- Language:Chinese
-
Abstract:
Radiomics has played an irreplaceable role along with the development of precision medicine. In the field of radiomics researches,the stability of imaging features is of vital significance,which is directly linked to the modeling analysis. In this review,we summarized the recent research progress on the reproducibility problems in four crucial steps of the standard workflow of radiomics including imaging acquisition and reconstruction, region of interest(ROI)segmentation, imaging feature extraction and modeling establishment. In addition,the commonly used software related to radiomics was briefly introduced.
