分子影像学杂志2024，Vol.47Issue(1)：93-97,5.DOI:10.12122/j.issn.1674-4500.2024.01.17
影像组学在肝细胞癌辅助诊断中的研究进展
Research advances of radiomics in auxiliary diagnosis of hepatocellular carcinoma
摘要
Abstract
Hepatocellular carcinoma is one of the common malignant tumours.It has a high degree of malignancy and poor prognosis and is characterized by high morbidity and mortality.Radiomics provides a quantitative analysis method.It transforms histopathology and tumour biology information in medical images into high-dimensional quantitative feature information and combines with artificial intelligence algorithms for data mining and statistical analysis to assist in the early clinical diagnosis and treatment of tumours.This paper reviews the research progress of radiomics in differential diagnosis,pathological grading,microvascular invasion,and immunohistochemical marker prediction of hepatocellular carcinoma.Meanwhile,it discusses the deficiencies in data volume and model reliability.It points out that it can be developed towards multicentre and multitasking to provide a reference for the auxiliary diagnosis of hepatocellular carcinoma.关键词
影像组学/肝细胞癌/鉴别诊断/病理分级/微血管侵犯Key words
radiomics/hepatocellular carcinoma/differential diagnosis/pathological grade/microvascular invasion引用本文复制引用
于琬晴,张丰收,强军,宋卫东,尹丹婷,安青琴..影像组学在肝细胞癌辅助诊断中的研究进展[J].分子影像学杂志,2024,47(1):93-97,5.基金项目
国家自然科学基金(12104134) Supported by National Natural Science Foundation of China(12104134) （12104134）
