Skip to content

SunixLiu/CKD_Dialysis_Prediction

Repository files navigation

Chronic Kidney Disease Dialysis Prediction

Screenshot

Libraries:

  • streamlit~=1.10.0
  • pandas~=1.2.5
  • numpy~=1.19.5
  • matplotlib~=3.4.2
  • shap~=0.40.0
  • scikit-survival~=0.17.2

Run:

  1. Use Jupyter note book to generate your own models
  2. All models will be saved to pickle files
  3. use "streamlit run main.py" to run the webapp

About

Using ExtraTree to predict how long it will take for a patient to start dialysis

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors