Epilepsy is a neurological disorder of the brain that causes frequent occurrence of seizures.
Electroencephalography (EEG) is a tool that assists neurologists in detecting epileptic …

Epilepsy is one of the significant neurological disorders affecting nearly 65 million people
worldwide. The repeated seizure is characterized as epilepsy. Different algorithms were …

Depression is a severe psychiatric illness that causes emotional and cognitive impairment
and has a considerable impact on patients' thoughts, behaviors, feelings and well-being …

The electroencephalogram (EEG), for measuring the electrophysiological activity of the
brain, has been widely applied in automatic detection of epilepsy seizures. Various EEG …

Automatic seizure onset detection plays an important role in epilepsy diagnosis. In this
paper, a novel seizure onset detection method is proposed by combining empirical mode …

Epilepsy is a disease in which patients undergo seizures caused by brain functionality
disorder. Clinically, it is usually diagnosed by experienced clinicians according to …

In this paper, the efficiently extracted and reduced features using deep long short-term
memory (DLSTM) of the epileptic EEG signal integrated with minimum variance kernel …

Automatic seizure detection plays a key role in assisting clinicians for rapid diagnosis and
treatment of epilepsy. In view of the parallelism of temporal convolutional network (TCN) and …

Epileptic seizures are temporary episodes of convulsions, where approximately 70 percent
of the diagnosed population can successfully manage their condition with proper medication …

Objective The clinical phenomenon of epilepsy varies greatly among patients and this in
turn, has its effect on the quality of life they lead. Studies reveal a requisite for efficient …