Federated Epidemic Surveillance: Detecting Surges in Decentralized Health Data

Effective epidemic surveillance can be achieved without needing to share even aggregate data across institutions by conducting hypothesis tests behind each data custodian's firewall and combining the resulting p-values using meta-analysis techniques.