Mary-Anne Hartley

Federated modular clinical decision support networks for collaborative learning in resource-limited settings

FedMoDN, a novel federated modular neural network architecture for collaborative learning across all features of an IIO distributed dataset, allowing healthcare facilities to use the full complement of their features without sharing, discarding, or imputing any data, is introduced.