Deep learning models of ultrasonography significantly improved the differential diagnosis performance for superficial soft-tissue masses: a retrospective multicenter study.

Abstract

Authors

• Bin Long
  Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA.
• Haoyan Zhang
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China.
• Han Zhang
  Johns Hopkins University, Baltimore, MD, USA.
• Wen Chen
  School of Cyber Science and Engineering, Sichuan University, Chengdu, Sichuan, China.
• Yang Sun
  Department of Gastroenterology, First Affiliated Hospital of Kunming Medical University, Kunming, China.
• Rui Tang
  State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China.
• Yuxuan Lin
  Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
• Qiang Fu
  Department of Sociology, The University of British Columbia, Vancouver, British Columbia, Canada, V6 T 1Z1.
• 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.
• Ligang Cui
  Department of Ultrasound, Peking University Third Hospital, Beijing, China. Electronic address: cuiligang_bysy@126.com.
• Kun Wang
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.

Keywords

External Resources