Progress in application of artificial intelligence and radiomics in precision diagnosis and treatment of lung cancer
10.3969/j.issn.1671-8348.2025.01.039
- VernacularTitle:人工智能和影像组学在肺癌精准诊疗中的应用进展
- Author:
Bing DENG
1
;
Wencai HUANG
;
Yuanliang JIANG
Author Information
1. 武汉科技大学医学部医学院,武汉 430065
- Keywords:
lung cancer;
radiomics;
artificial intelligence;
precise diagnosis and treatment
- From:
Chongqing Medicine
2025;54(1):213-218
- CountryChina
- Language:Chinese
-
Abstract:
Lung cancer is currently one of the most aggressive malignant tumors in the world,and ra-diomics as an emerging technology can transform the image features into the quantifiable and computable data features,plays a crucial role in the diagnosis and treatment process of lung cancer.With the construction of medical big data,artificial intelligence(AI)and radiomics can make use of imaging images to provide more valuable information in screening and diagnosis,histopathological assessment and prediction of treatment re-sponse in lung cancer,thus assisting in the formulation of individualized treatment regimen,realizing accurate diagnosis and treatment and improving the patient's prognosis.However,there are still many problems to be solved in the application of AI systems to clinical practice.This paper reviews the research progress of AI and radiomics in lung cancer screening and diagnosis,staging and grading,and efficacy assessment,and discusses the limitations and challenges that still exist in the clinical practice in order to provide reference for subsequent research.
