Epilepsy, a neurological disorder characterized by recurrent seizures, is a global health concern affecting nearly 50 million people worldwide. Despite advancements in medical treatments, approximately one third of individuals with epilepsy continue to experience seizures. This statistic underscores the need for innovative approaches to improve epilepsy care, particularly in the area of seizure detection and management.