Research progress of the application of radiomics characteristics based in portal hypertension
10.3760/cma.j.cn431274-20250215-00181
- VernacularTitle:基于影像组学特征在门静脉高压中的应用研究进展
- Author:
Yuli LI
1
;
Xiaoquan HUANG
;
Shiyao CHEN
Author Information
1. 上海理工大学健康科学与工程学院，上海 200093
- Publication Type:Journal Article
- Keywords:
Portal hypertension;
Varicose veins;
Radiomics
- From:
Journal of Chinese Physician
2025;27(4):512-516
- CountryChina
- Language:Chinese
-
Abstract:
Portal hypertension, as a clinical manifestation of the progression of various liver diseases, its concurrent rupture and bleeding of esophageal and gastric varices, ascites and hepatic encephalopathy, etc., seriously affect the prognosis of patients and have always been a key concern in clinical diagnosis and treatment. Although traditional imaging techniques play a key role in the diagnosis and evaluation of portal hypertension, their diagnostic efficacy is limited by subjective film reading, making it difficult to accurately quantify and deeply analyze the pathophysiological characteristics. In recent years, radiomics has gradually demonstrated its potential in the diagnosis and management of portal hypertension by extracting a large number of quantitative features from medical images and constructing predictive models in combination with artificial intelligence algorithms such as machine learning. This article systematically reviews the research progress of radiomics in portal hypertension, with a focus on discussing the current application status of radiomics characteristics in risk assessment, hemodynamic analysis, and prognosis prediction of portal hypertension, in order to promote the progress of radiomics from technical verification to clinical transformation.
