Federated Few-Shot Learning for Epileptic Seizure Detection Under Privacy Constraints

Ekaterina Sysoykova, Bernhard Anzengruber-Tanase, Michael Haslgrubler +2

Many deep learning approaches have been developed for EEG-based seizure detection; however, most rely on access to large centralized annotated datasets. In clinical practice, EEG d…