Personalized Seizure Risk Forecasting via Transformer-Enhanced Reinforcement Learning With Wearable Signals

Epileptic seizures are one of the most common neurological disorders worldwide, yet accurate prediction remains a major challenge to date. Existing techniques largely rely on either electroencephalography (EEG) or neuroimaging and use a one-size-fits-all paradigm with limited personalization. Wearab