Progress in the application of imaging omics in lung cancer
Author:Deng Shan Liu Li Xiang Chunyang Leng Xiaoxuan Hu Jiahang Cai Shengyan
keyword: Lung cancer; Radiomics; Texture analysis;
Lung cancer is the most common type of cancer in China and the main cause of cancer death. Early diagnosis and differentiation are important influencing factors for precise treatment of lung cancer. Medical imaging examination has the advantages of simplicity, intuition and non-invasive, and is a common means of clinical diagnosis of lung cancer. In recent years, a large number of studies have evaluated the value of imageomics in the diagnosis and differentiation of lung cancer. The article provides a retrospective analysis of the workflow of imaging omics, the identification and diagnosis of tumors, the evaluation of gene mutation status, post treatment efficacy evaluation, and research progress in prognosis prediction.