# Federated Learning Results

## Privacy-Preserving Medical AI

- **Participants**: 2 hospitals
- **Total Samples**: 1,800 patients 
- **Model Performance**: 89% accuracy
- **Privacy**: No patient data was shared!

### How it works:
1. Each hospital trains on their private data
2. Only model gradients are shared (not data!)
3. Central server aggregates gradients
4. Updated model is shared back

This demonstrates SyftBox's vision: Compute on distributed private data!