Application and challenges of chest CT peritumoral radiomics in the precision diagnosis and treatment of non-small cell lung cancer
10.3760/cma.j.cn112271-20230826-00063
- VernacularTitle:胸部CT瘤周影像组学在非小细胞肺癌精准诊疗中的应用与挑战
- Author:
Ting WU
1
;
Linyu WU
;
Chen GAO
;
Xinjing LOU
;
Jiawei CHEN
;
Jun WU
;
Maosheng XU
Author Information
1. 浙江中医药大学附属第一医院 浙江省中医院医学影像科，杭州 310006
- Keywords:
Non-small cell lung cancer;
Peritumoral region;
Radiomics;
Computed tomography;
Precision diagnosis and treatment
- From:
Chinese Journal of Radiological Medicine and Protection
2024;44(5):443-449
- CountryChina
- Language:Chinese
-
Abstract:
By extracting quantitative radiomic features from regions of interest in medical images and correlating them with the biological features and heterogeneity of tumors, radiomics can provide critical information and a basis for personalized precision diagnosis and treatment. Peritumoral regions contain a wealth of microbiological information. Therefore, chest CT peritumoral radiomics, which can provide quantitative non-invasive assessment for patients with non-small cell lung cancer (NSCLC) by mining the deep heterogeneity of peritumoral regions, has broad prospects for future clinical applications. Given the rapid progress in computer and medical big data techniques, as well as the in-depth efforts in multi-center, high-quality, and large-sample data in the future, it is reasonably believed that radiomics research will be gradually normalized and reproducible. This is conducive to the translation and application of radiomics research to clinical practice, thus laying a foundation for personalized and accurate diagnosis, treatment, and follow-up for lung cancer patients.
