影像组学在肺癌中的应用研究进展
Progress in the application of imaging omics in lung cancer
邓珊 1刘丽 1项春阳 1冷晓暄 1胡嘉航 1蔡胜艳1
作者信息
- 1. 157011 黑龙江牡丹江,牡丹江医学院附属红旗医院放射科
- 折叠
摘要
肺癌是我国最常见的癌症类型,也是癌症死亡的主要疾病.早期诊断和鉴别是对肺癌精准治疗的重要影响因素.医学影像学检查具有简便、直观及无创的优点,是临床诊断肺癌的常用手段,近年来大量研究评估了影像组学对肺癌的诊断和鉴别的价值.文章介绍影像组学的工作流程,并对其在肿瘤鉴别和诊断、评估基因突变状态、治疗后疗效评估以及预后预测方面的研究进展进行综述.
Abstract
Lung cancer is the most common type of cancer in China and the main cause of cancer death.Early di-agnosis and differentiation are important influencing factors for precise treatment of lung cancer.Medical imaging examina-tion 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 differentia-tion of lung cancer.The article provides a retrospective analysis of the workflow of imaging omics,the identification and di-agnosis of tumors,the evaluation of gene mutation status,post treatment efficacy evaluation,and research progress in prognosis prediction.
关键词
肺癌/影像组学/纹理分析Key words
Lung cancer/Radiomics/Texture analysis引用本文复制引用
基金项目
黑龙江省自然科学基金一般项目(2022-KYYWF-0669)
出版年
2024
国家科技期刊平台
NSTL
万方数据