Focal Lesions of the Liver and Radiomics: What Do We Know?

被引:1
作者
Anichini, Matilde [1 ]
Galluzzo, Antonio [1 ]
Danti, Ginevra [1 ]
Grazzini, Giulia [1 ]
Pradella, Silvia [1 ]
Treballi, Francesca [1 ]
Bicci, Eleonora [1 ]
机构
[1] Careggi Univ Hosp, Dept Radiol, Largo Brambilla 3, I-50134 Florence, Italy
关键词
liver; contrast-enhanced computed tomography (CT); contrast-enhanced magnetic resonance (MRI); radiomics; texture features; ACID-ENHANCED MRI; HEPATOCELLULAR-CARCINOMA; TEXTURE ANALYSIS; CT TEXTURE; NODULAR HYPERPLASIA; PREOPERATIVE PREDICTION; MICROVASCULAR INVASION; TUMOR HETEROGENEITY; HEPATOBILIARY PHASE; DIFFERENTIATION;
D O I
10.3390/diagnostics13152591
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Despite differences in pathological analysis, focal liver lesions are not always distinguishable in contrast-enhanced magnetic resonance imaging (MRI), contrast-enhanced computed tomography (CT), and positron emission tomography (PET). This issue can cause problems of differential diagnosis, treatment, and follow-up, especially in patients affected by HBV/HCV chronic liver disease or fatty liver disease. Radiomics is an innovative imaging approach that extracts and analyzes non-visible quantitative imaging features, supporting the radiologist in the most challenging differential diagnosis when the best-known methods are not conclusive. The purpose of this review is to evaluate the most significant CT and MRI texture features, which can discriminate between the main benign and malignant focal liver lesions and can be helpful to predict the response to pharmacological or surgical therapy and the patient's prognosis.
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页数:15
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