Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection

Tong Xia, Jing Han, Abhirup Ghosh +1

Federated learning (FL) aided health diagnostic models can incorporate data from a large number of personal edge devices (e.g., mobile phones) while keeping the data local to the o…