Parkinson's disease (PD) is a neurodegenerative disease of the central nervous system
caused due to the loss of dopaminergic neurons. It is classified under movement disorder as …

Abstract Background and Objective Sleep is an important part of our life. That importance is
highlighted by the multitude of health problems which result from sleep disorders. Detecting …

Automated evaluation of a subject's neurocognitive performance (NCP) is a relevant topic in
neurological and clinical studies. NCP represents the mental/cognitive human capacity in …

Sleep disorder is a symptom of many neurological diseases that may significantly affect the
quality of daily life. Traditional methods are time-consuming and involve the manual scoring …

For automatic sleep stage classification, the existing methods mostly rely on hand-crafted
features selected from polysomnographic records. In this paper, the goal is to develop a …

Analyzing polysomnography (PSG) is an effective method for evaluating sleep health;
however, the sleep stage scoring required for PSG analysis is a time-consuming effort for an …

Epilepsy is a neural disorder that is associated with the central nervous system (CNS) in
which the brain activity sometimes becomes abnormal, which may lead to seizures, loss of …

Depression is a mental illness. If not diagnosed and treated quickly, it can affect one's mood
and quality of life. Modern life is stressful and fast paced, owing to which depression has …

Sleep is a physiological activity and human body restores itself from various diseases during
sleep. It is necessary to get sufficient amount of sleep to have sound physiological and …

Schizophrenia (SZ) is a mental disorder, which affects the ability of human thinking, memory,
and way of living. Manual screening of SZ patients is tedious, laborious and prone to human …