Federated learning · privacy-preserving AI
Predicting readmission.
Protecting privacy.
Sammy flags 30-day hospital readmission risk for every patient, powered by a federated AI model trained across multiple hospitals that never shared a single patient record.
Each hospital trains the model on its own data; only the model's math is combined on a secure server. The result works even on a hospital it never trained on — and explains the reasoning behind every prediction, so clinicians stay in control.
Data stays in place
Explained with SHAP
Trained across sites
Meet Sammy — your guide through the cohort