Table of Contents

Getting Started

• Welcome to the KFRE Python Library Documentation!
  • Prerequisites
  • Installation

Usage Guide

• Description
• Single Patient Risk Calculation
  • kfre_person()
• Conversion of Clinical Parameters
  • uPCR to uACR
  • Calcium
  • Phosphate
  • Albumin
  • Conversion Functions
    • perform_conversions()
    • upcr_uacr()
• Classifying ESRD Outcomes
  • class_esrd_outcome()
• Batch Risk Calculation for Multiple Patients
  • add_kfre_risk_col()
• Performance Assessment
  • AUC ROC & Precision-Recall Curves
    • plot_kfre_metrics()
  • Performance Metrics
    • eval_kfre_metrics()

About KFRE

• An Independent Validation of the Kidney Failure Risk Equation (KFRE) on a Seoul University Hospital Population
  • Background
  • Methods
  • Preprocessing
  • Results
  • Appendix
    • Descriptive Statistics
  • References
• Acknowledgements
• Testimonials
• Citing KFRE
• Changelog
  • 0.1.13
  • 0.1.12
  • 0.1.11
  • 0.1.10
  • 0.1.9
  • 0.1.8
  • 0.1.7
  • 0.1.6
  • 0.1.5
  • 0.1.4
  • 0.1.2
• References