Deep learning-based prognostic model using non-enhanced cardiac cine MRI for outcome prediction in patients with heart failure.

Abstract

Authors

• Yifeng Gao
  From the Department of Radiology, Beijing Anzhen Hospital, Capital Medical University.
• Zhen Zhou
  Deepwise Healthcare, Beijing 100080, China.
• Bing Zhang
  School of Information Science and Engineering, Yanshan University, Hebei Avenue, Qinhuangdao, 066004, China.
• Saidi Guo
  Cooperative Innovation Center of Internet Healthcare, Zhengzhou University, Zhengzhou 450001, China.
• Kairui Bo
  From the Department of Radiology, Beijing Anzhen Hospital, Capital Medical University.
• Shuang Li
  Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.
• Nan Zhang
  Department of Pulmonary and Critical Care Medicine II, Emergency General Hospital, Beijing, China.
• Hui Wang
  Department of Vascular Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
• Guang Yang
  National Heart and Lung Institute, Imperial College London, London, UK.
• Heye Zhang
  School of Biomedical Engineering, Sun Yat-sen University, Shenzhen, China.
• Tong Liu
  Intensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, People's Republic of China.
• Lei Xu
  Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China.

Keywords

External Resources