Epilepsy is considered as a serious brain disorder in which patients frequently experience
seizures. The seizures are defined as the unexpected electrical changes in brain neural …

Visual inspection of long-term electroencephalography (EEG) is a tedious task for
physicians in neurology. Based on bidirectional gated recurrent unit (Bi-GRU) neural …

Abstract Background and Objective Neonatal seizures are the most common clinical
presentation of neurological conditions and can have adverse effects on the …

The monitoring of epilepsy patients in non-hospital environment is highly desirable, where
ultra-low power wearable seizure detection devices are essential in such a system. The …

Electroencephalography (EEG) is increasingly being used in pediatric neurology and
provides opportunities to diagnose various brain illnesses more accurately and precisely. It …

Epileptic seizure is one of the common neurological disorders, and its clinical manifestation
is different from that of the adult as the neonate's brain is not yet fully developed. In clinical …

In Neonatal Intensive Care Units (NICUs), the early detection of neonatal seizures is of
utmost importance for a timely, effective and efficient clinical intervention. The continuous …

Objective: Sharing medical data between institutions is difficult in practice due to data
protection laws and official procedures within institutions. Therefore, most existing …

Epilepsy is a chronic neurological disease that affects many people in the world. Automatic
epileptic seizure detection based on electroencephalogram (EEG) signals is of great …

Acute symptomatic seizures are the main sign of neurological dysfunction in newborns. This
is linked to the unique characteristics of the neonatal brain, making it hyperexcitable …