MODS recovery prediction.
Code for the recovery prediction in pediatric sepsis patients with Multiple Organ Dysfunction Syndrome (MODS).
Scripts:
training_CV.py: to train and evaluate the machine learning models with cross-validation.
external_validation.py: external validation of machine learning model developed with patients from one database on patients from another database.
SHAP.py: feature interpretation using SHAP values
enrichment_analysis.py: to perform enrichment analysis on different patient groups.
utils.py: utility functions.
Contact:
This code is developed by members of the Machine Learning and Computational Biology Lab.