Machine Learning to Predicting Interstage Mortality Using Machine Learning with the Following Single Ventricle Palliation NPC-QIC Database
We evaluated multiple machine learning models, including logistic regression, random forest, Gradient Boosting trees, XGBoost trees, and light gradient boosting machines. The source code is located at './src/run.ben.py'
The script to generate data for tables and plot figures in the manuscript is lcoated at './tables_figures_feature_importance_for_manuscript.ipynb'