Heart Failure Survival and Hazard Risk Prediction

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