Literature DB >> 28483013

Value of Texture Feature Analysis in the Differential Diagnosis of Hepatic Cyst and Hemangioma in Magnetic Resonance Imaging.

Botao Wang1, Gang Liu2, Wenping Fan1, Xiaohuan Zhang1, Yuhong Lu1, Zhiye Chen3.   

Abstract

Objective To investigate the difference of texture on conventional T2-weighted image (T2WI) between hepatic cyst and hepatic hemangioma. Methods All the subjects included 156 patients with hepatic cyst [A group:100 cases with equi or low signal on diffusion weighted imaging (DWI);B group:56 cases with high signal on DWI] and 100 patients with hemangioma (C group). Conventional magnetic resonance imaging T2WI,DWI and dynamic contrast enhancement were performed on all the patients,and the texture analysis was applied with the images of T2WI,and the texture parameters included angular second moment,contrast,correlation,inverse difference moment,and entropy. Independent sample t-test and Aspin-Welch test were performed for the comparisons among groups. Results All the texture parameters showed significant difference among groups [(A+B) group vs. C group:ρ angular second moment=0.000,ρcontrast=0.000,ρcorrelation=0.000,Pinverse difference moment=0.822,ρentropy=0.000;A group vs. C group:ρangular second moment=0.000,ρcontrast=0.000,ρcorrelation=0.000,ρinverse difference moment=0.092,ρentropy=0.000;B group vs. C group:ρangular second moment=0.000,ρcontrast=0.000,ρcorrelation=0.000,ρinverse difference moment=0.046,ρentropy=0.009],and receiver operating characteristic curve analysis demonstrated that contrast and correlation had high differential diagnostic values between hepatic cyst and hemangioma. Conclusion Hepatic cyst and hemangioma present evident different texture characteristics,and the texture analysis may be considered as a simple and effective tool in the differential diagnosis between hepatic cyst and hemangioma based on the images of T2WI.

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Year:  2017        PMID: 28483013     DOI: 10.3881/j.issn.1000-503X.2017.02.002

Source DB:  PubMed          Journal:  Zhongguo Yi Xue Ke Xue Yuan Xue Bao        ISSN: 1000-503X


  2 in total

1.  Alteration of gray matter texture features over the whole brain in medication-overuse headache using a 3-dimentional texture analysis.

Authors:  Zhiye Chen; Xiaoyan Chen; Zhiqiang Chen; Mengqi Liu; Huiguang He; Lin Ma; Shengyuan Yu
Journal:  J Headache Pain       Date:  2017-11-28       Impact factor: 7.277

2.  Value of conventional magnetic resonance imaging texture analysis in the differential diagnosis of benign and borderline/malignant phyllodes tumors of the breast.

Authors:  Xiaoguang Li; Nianping Jiang; Chunlai Zhang; Xiangguo Luo; Peng Zhong; Jingqin Fang
Journal:  Cancer Imaging       Date:  2021-03-12       Impact factor: 3.909

  2 in total

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