[Construction of a back propagation neural network model for predicting urosepsis after flexible ureteroscopic lithotripsy].

Journal: Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences
PMID: 39647846

Abstract

OBJECTIVES: To analyze the association of serum heparin-binding protein (HBP) and C-reactive protein (CRP) levels with urosepsis following flexible ureteroscopic lithotripsy (FURL) and to construct a back propagation neural network prediction model.

Authors

  • Wenwei Chen
    Department of Urology, the First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China. chenwenwen6660@126net.com.cn.
  • Yanfeng He
    Biomass Energy and Environmental Engineering Research Center, College of Chemical Engineering, Beijing University of Chemical Technology, 505 Zonghe Building A, 15 North 3rd Ring East Road, Beijing, 100029, China.
  • Kaixin Lu
  • Changyi Liu
    MOE Key Laboratory of Bioinformatics, BNRIST Bioinformatics Division, Department of Automation, Tsinghua University.
  • Tao Jiang
    Department of Respiratory and Critical Care Medicine, Center for Respiratory Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
  • Hua Zhang
    School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
  • Rui Gao
    School of Control Science and Engineering, Shandong University, Jinan, China.
  • Xueyi Xue
    DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL, USA.

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