Deep learning model to predict lupus nephritis renal flare based on dynamic multivariable time-series data.

Abstract

Authors

• Siwan Huang
  Ping An Healthcare Technology, Beijing, China.
• Yinghua Chen
  National Clinical Research Centre of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China.
• Yanan Song
  Department of Endocrinology of the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
• Kaiyuan Wu
  Ping An Healthcare Technology, Beijing, China.
• Tiange Chen
  Ping An Healthcare Technology, Beijing.
• Yuan Zhang
  Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Wenxiao Jia
  Ping An Healthcare Technology, Beijing, China.
• Hai-Tao Zhang
  School of Artificial Intelligence and Automation, MOE Key Lab of Intelligent Control and Image Processing, Huazhong University of Science and Technology, Wuhan 430074, China.
• Dan-Dan Liang
• Jing Yang
  Beijing Novartis Pharma Co. Ltd., Beijing, China.
• Cai-Hong Zeng
  National Clinical Research Centre of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China.
• Xiang Li
  Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States.
• Zhi-Hong Liu
  National Clinical Research Centre of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu, China lixiang453@pingan.com.cn liuzhihong@nju.edu.cn.

Keywords

External Resources