Advances in the application of ultrasound combined with radiomics and artificial intelligence in the diagnosis and prognostic evaluation of gastrointestinal stromal tumors
10.13406/j.cnki.cyxb.003841
- VernacularTitle:超声结合影像组学与AI在胃肠间质瘤诊断及预后评估中的应用进展
- Author:
Yang LIU
1
;
Xuemei HE
Author Information
1. 重庆医科大学附属第一医院超声科,重庆 400016
- Keywords:
gastrointestinal stromal tumors;
radiomics;
ultrasound imaging;
artificial intelligence
- From:
Journal of Chongqing Medical University
2025;50(7):898-904
- CountryChina
- Language:Chinese
-
Abstract:
Gastrointestinal stromal tumors(GISTs)are the most common mesenchymal neoplasms of the gastrointestinal tract,and early diagnosis and accurate evaluation are of great significance for clinical treatment.Ultrasound examination plays an important role in the preliminary detection,hemodynamic monitoring,and prognostic assessment of GISTs,but the complex and diverse manifestations of GISTs have increased the difficulties in diagnosis.Radiomics and artificial intelligence(AI)have significantly improved the effi-ciency of medical imaging analysis,and they are expected to enhance diagnostic accuracy and provide a scientific basis for prognostic evaluation.This article systematically reviews the latest research advances in ultrasound-based radiomics and AI in the diagnosis and prognostic evaluation of GISTs,with a focus on their application value in early diagnosis and risk assessment,in order to provide theo-retical support for optimizing clinical decision-making.
