分子影像学杂志2024，Vol.47Issue(11)：1249-1253,5.DOI:10.12122/j.issn.1674-4500.2024.11.16
影像组学在胃肠道间质瘤诊疗中的研究进展
Research progress of radiomics in the diagnosis and treatment of gastrointestinal stromal tumors
摘要
Abstract
Gastrointestinal stromal tumor(GIST)is the most common mesenchymal tumor of the gastrointestinal tract,with complex biological characteristics and varying risk levels,thus early diagnosis and precise risk assessment are crucial for subsequent treatment.Imaging genomics can extract and analyze quantitative imaging features with strong representativeness from different modalities of imaging data,and complete the tasks of diagnosis and prediction by combining machine learning methods with clinical data.Studies have shown that imaging genomics can not only be used for differential diagnosis,risk stratification,and prognosis assessment of GIST,but also show potential in gene mutation status assessment and treatment response prediction.This review discussed the application of imaging genomics in early differential diagnosis,risk grading,gene mutation prediction,and treatment effect evaluation of GIST,and reported its limitations,in order to explore the future development directions.关键词
胃肠道间质瘤/影像组学/CT/机器学习Key words
gastrointestinal stromal tumor/radiomics/CT/machine learning引用本文复制引用
乔吉灵,张泽平,隋昌盛,杨爱佳,杨婧..影像组学在胃肠道间质瘤诊疗中的研究进展[J].分子影像学杂志,2024,47(11):1249-1253,5.基金项目
国家自然科学基金地区项目(82360498) （82360498）
甘肃省自然科学基金项目(22JR5RA663) （22JR5RA663）
甘肃省自然科学基金项目(20JR10RA378) Supported by National Natural Science Foundation of China(82360498) （20JR10RA378）
