Deep learning radiomics based on contrast-enhanced ultrasound images for assisted diagnosis of pancreatic ductal adenocarcinoma and chronic pancreatitis.

Abstract

Authors

• Tong Tong
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
• Jionghui Gu
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
• Dong Xu
  Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA.
• Ling Song
  Clinical Pharmacology Research Center, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 100032, China.
• Qiyu Zhao
  Hepatobiliary & Pancreatic Intervention Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Qingchun Road No. 79, Hangzhou, Zhejiang 310003, China.
• Fang Cheng
  Department of Cancer Center, Union Hospital of Tongji Medical College of Huazhong University of Science and Technology, Wuhan, PR China.
• Zhiqiang Yuan
  Department of ultrasound, West China Hospital, Sichuan University, Chengdu, 610041, China.
• Shuyuan Tian
  Department of Ultrasound, Tongde Hospital of Zhejiang Province, Hangzhou, 310012, China.
• Xin Yang
  Department of Oral Maxillofacial-Head Neck Oncology, Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology, Shanghai, China.
• Jie Tian
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
• Kun Wang
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
• Tian'an Jiang
  Department of Ultrasound, First Affiliated Hospital, Zhejiang University, Hangzhou, 310003, China.

Keywords

External Resources