Progress in quantitative imaging evaluation of tumor spatial heterogeneity
10.3760/cma.j.issn.1004-4221.2017.12.021
- VernacularTitle:肿瘤空间异质性影像学定量评价进展
- Author:
Siying ZHANG
1
;
Feng CHEN
Author Information
1. 浙江大学医学院附属第一医院放射科
- Keywords:
Tumor spatial heterogeneity;
Radiomics;
Histogram analysis;
Texture analysis;
Parametric response map
- From:
Chinese Journal of Radiation Oncology
2017;26(12):1451-1456
- CountryChina
- Language:Chinese
-
Abstract:
Tumor heterogeneity is characteristic in malignant tumors. It is a new challenge in imageology to achieve the visualization of tumor heterogeneity and precise quantification using modern imaging techniques. To solve this problem,the newly emerging radiomics is applied to analyze tumor spatial heterogeneity,with a visualization effect.Image quantification methods,including histogram analysis,texture analysis,and parametric response mapping, can accelerate the research and development of new drugs, improve the efficacy prediction,modify the treatment regimen,and promote the prognostic evaluation.
