Progress on research of CT radiomics in response assessment of non-small cell lung cancer
10.3781/j.issn.1000-7431.2023.2211-0807
- VernacularTitle:CT影像组学在非小细胞肺癌疗效评价中的研究进展
- Author:
Zijuan HAN
1
;
Yang CHEN
;
Yifeng YANG
;
Jing GONG
;
Shouqiang JIA
;
Shengdong NIE
Author Information
1. 上海理工大学健康科学与工程学院,上海 200093
- Keywords:
No n-small cell lung cancer;
Radiomics;
Efficacy evaluation;
Computer tomography image
- From:
Tumor
2023;43(8):692-700
- CountryChina
- Language:Chinese
-
Abstract:
Radiomics is a non-invasive method to extract valuable features from computed tomography(CT)images to characterize the correlation between tumor phenotype and clinical treatment outcomes,which is of great significance in the evaluation of the efficacy of non-small cell lung cancer(NSCLC).This paper reviews the research methods of CT Radiomics in the evaluation of curative effect of NSCLC.Firstly,the research content of CT radiomics in NSCLC is summarized.Then,from the perspective of different treatment methods,such as namely radiotherapy and chemotherapy,targeted therapy and immunotherapy,the research methods of CT radiomics in the evaluation of NSCLC efficacy were summarized,and the CT radiomics was compared with other commonly used efficacy evaluation systems.Finally,the development trend and improvement of the application of CT radiomics in the evaluation of NSCLC curative effect were summarized and prospected.
