Deep learning-based automatic scoring models for the disease activity of rheumatoid arthritis based on multimodal ultrasound images.

Abstract

Authors

• Xuelei He
• Ming Wang
  Brain center, Zhejiang Hospital, Hangzhou, China.
• Chenyang Zhao
  SILC Business School, Shanghai University, Shanghai 201800, China.
• Qian Wang
  Department of Radiation Oncology, China-Japan Union Hospital of Jilin University, Changchun, China.
• Rui Zhang
  Department of Cardiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China.
• Jian Liu
  Department of Rheumatology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China.
• Yixiu Zhang
  Department of Ultrasound, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
• Zhenhong Qi
  Health Management Center, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, China.
• Na Su
  Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
• Yao Wei
  Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland.
• Yang Gui
  Department of Ultrasound, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
• Jianchu Li
  Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China.
• Xinping Tian
  Department of Rheumatology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
• Xiaofeng Zeng
  Department of Rheumatology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
• Yuxin Jiang
  Department of Ultrasound, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China.
• Kun Wang
  CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
• Meng Yang

Keywords

External Resources