/Heart-Failure-Prediction

Primary LanguageJupyter Notebook

Heart Failure Survival and Hazard Risk Prediction

Screenshot

Libraries:

  • scikit-survival==0.16.0
  • streamlit ==1.2.0
  • matplotlib==3.3.4
  • plotly-express==0.4.1
  • pandas==1.2.5
  • numpy==1.21.3
  • shap==0.39.0

Run:

  1. Use Jupyter note book to generate your own models
  2. All models will be saved to pickle files
  3. use "streamlit run HF_prediction_v1_en.py" or "streamlit run HF_prediction_v1_cn.py" to run the webapp