Preoperative prediction of microvascular invasion in hepatocellular cancer: a radiomics model using Gd-EOB-DTPA-enhanced MRI.

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Abstract

Preoperative prediction of microvascular invasion (MVI) in patients with hepatocellular cancer (HCC) is important for surgery strategy making. We aimed to develop and validate a combined intratumoural and peritumoural radiomics model based on gadolinium-ethoxybenzyl-diethylenetriamine (Gd-EOB-DTPA)-enhanced magnetic resonance imaging (MRI) for preoperative prediction of MVI in primary HCC patients.

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Journal

Journal ID (iso-abbrev): Eur Radiol

Title: European radiology

Publisher: Springer Science and Business Media LLC

ISSN (Electronic): 1432-1084

ISSN (Print): 0938-7994

Publication date (Electronic): Sep 2019

Volume: 29

Issue: 9

Affiliations

[1 ] Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

[2 ] Department of Pathology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

[3 ] National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.

[4 ] Clinical Trials Unit, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

[5 ] GE Healthcare, Shanghai, China.

[6 ] Department of Medical Ultrasonics, Division of Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

[7 ] Department of Radiation Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

[8 ] Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

[9 ] Department of Liver Surgery, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhong Shan Road 2, Guangzhou, 510080, China.

[10 ] Jinan University, Guangzhou, China.

[11 ] Department of Oncology, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhong Shan Road 2, Guangzhou, 510080, China. pzhenw@mail.sysu.edu.cn.

[12 ] Department of Medical Ultrasonics, Division of Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China. kuangminda@hotmail.com.

[13 ] Department of Liver Surgery, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhong Shan Road 2, Guangzhou, 510080, China. kuangminda@hotmail.com.

Article

Publisher Item ID: 10.1007/s00330-018-5935-8

DOI: 10.1007/s00330-018-5935-8

PubMed ID: 30689032

SO-VID: ffa7c286-c6d6-4175-85bb-7d0d3524fed8

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Keywords: Gd-EOB-DTPA,Hepatocellular cancer,Magnetic resonance imaging,Radiomics

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Keywords: Gd-EOB-DTPA, Hepatocellular cancer, Magnetic resonance imaging, Radiomics

Preoperative prediction of microvascular invasion in hepatocellular cancer: a radiomics model using Gd-EOB-DTPA-enhanced MRI.

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