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Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study

Authors

  • Kun Wang Guangdong Key Laboratory of Liver Disease Research, Department of Medical Ultrasound, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China PubMed articlesGoogle scholar articles
  • Xue Lu Guangdong Key Laboratory of Liver Disease Research, Department of Medical Ultrasound, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Hui Zhou CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China Department of the Artificial Intelligence Technology, University of Chinese Academy of Sciences, Beijing, China PubMed articlesGoogle scholar articles
  • Yongyan Gao Department of Interventional Ultrasound, Chinese PLA General Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Jian Zheng Guangdong Key Laboratory of Liver Disease Research, Department of Medical Ultrasound, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China Department of Medical Ultrasonics, Third Hospital of Longgang, Shenzhen, China PubMed articlesGoogle scholar articles
  • Minghui Tong Functional Examination Department of Children’s Hospital, Lanzhou University Second Hospital, Lanzhou, China PubMed articlesGoogle scholar articles
  • Changjun Wu Ultrasound Department, The First Affiliated Hospital of Harbin Medical University, Harbin, China PubMed articlesGoogle scholar articles
  • Changzhu Liu Ultrasound Department, Guangzhou Eighth People’s Hospital, Guangzhou, China PubMed articlesGoogle scholar articles
  • Liping Huang Department of Ultrasound, Shengjing Hospital of China Medical University, Shenyang, China PubMed articlesGoogle scholar articles
  • Tian’an Jiang Department of Ultrasonography, The First Affiliated Hospital, Medical College of Zhejiang University, Hangzhou, China PubMed articlesGoogle scholar articles
  • Fankun Meng Function Diagnosis Center, Beijing Youan Hospital, Affiliated to Capital Medical University, Beijing, China PubMed articlesGoogle scholar articles
  • Yongping Lu Ultrasound Department, The Second People’s Hospital of Yunnan Province, Kunming, China PubMed articlesGoogle scholar articles
  • Hong Ai Ultrasound Department, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China PubMed articlesGoogle scholar articles
  • Xiao-Yan Xie Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Li-ping Yin Department of Ultrasound, Jiangsu Province Hospital of TCM, Affiliated Hospital of Nanjing University of TCM, Nanjing, China PubMed articlesGoogle scholar articles
  • Ping Liang Department of the Artificial Intelligence Technology, University of Chinese Academy of Sciences, Beijing, China PubMed articlesGoogle scholar articles
  • Jie Tian CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China Department of the Artificial Intelligence Technology, University of Chinese Academy of Sciences, Beijing, China PubMed articlesGoogle scholar articles
  • Rongqin Zheng Guangdong Key Laboratory of Liver Disease Research, Department of Medical Ultrasound, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  1. Correspondence to Proffesor Ping Liang, Department of Interventional Ultrasound, Chinese PLA General Hospital, Beijing 100853, China; liangping301{at}hotmail.com, Proffessor Jie Tian, CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; jie.tian{at}ia.ac.cn and Proffessor Rongqin Zheng, Guangdong Key Laboratory of Liver Disease Research, Department of Medical Ultrasound, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China; zhengrq{at}mail.sysu.edu.cn
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Citation

Wang K, Lu X, Zhou H, et al
Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study

Publication history

  • Received February 7, 2018
  • Revised April 11, 2018
  • Accepted April 12, 2018
  • First published May 5, 2018.

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