Machine Learning for Prediction and Risk Stratification of Lupus Nephritis Renal Flare.

Journal: American journal of nephrology
PMID: 33744876

Abstract

BACKGROUND: Renal flare of lupus nephritis (LN) is strongly associated with poor kidney outcomes, and predicting renal flare and stratifying its risk are important for clinical decision-making and individualized management to reduce LN flare.

Authors

  • Yinghua Chen
    National Clinical Research Centre of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China.
  • Siwan Huang
    Ping An Healthcare Technology, Beijing, China.
  • Tiange Chen
    Ping An Healthcare Technology, Beijing.
  • Dandan Liang
    National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, PR China.
  • Jing Yang
    Beijing Novartis Pharma Co. Ltd., Beijing, China.
  • Caihong Zeng
    National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China.
  • Xiang Li
    Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States.
  • Guotong Xie
    Ping An Health Technology, Beijing, China.
  • Zhihong Liu
    National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China.

Keywords

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