AI Diagnoses Cancer Without Data

LondonHospitals trained a cancer model without sharing scans.

Federated learning sends the model to each hospital’s data and returns only noise-added weights, so no patient scan ever leaves the building.

Researchers reported 4 to 9 percent higher accuracy on two public lung-scan datasets.

Sources: Nature