Federated Learning Preserves SHAP Explainability in ICU Mortality Models
SHAP rankings stayed moderately to strongly aligned between centralized and federated ICU mortality models, with AUROC near centralized performance.
Trials, guidelines and clinical evidence across Critical Care.
Trials, guidelines and clinical evidence across Critical Care.