Survival on patients having cardiovascular heart disease

Machine learning prediction of survival on patients having cardiovascular heart disease

Requirements

R programming language and platform (version 3.6.2 or greater)

Instructions

Download the current GitHub repository. To perform the predictions on the primary cohort, type on terminal shell:

/usr/bin/Rscript random_forest_feature_selection.r

All the other methods available in the /bin/ folder can be called in the same way.

Paper

Additional information about this project is available in the following peer-reviewed published article:

Davide Chicco, Giuseppe Jurman. "Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone". BMC Medical Informatics and Decision Making 20, 16 (2020).

Contacts

For any enquire, please write to Davide Chicco (Krembil Research Institute) at davidechicco(AT)davidechicco.it