Polysomnography (PSG) is the reference standard of sleep measurement, but is
burdensome for the participant and labor intensive. Affordable electroencephalography …

Sleep is vital for people's physical and mental health, and sound sleep can help them focus
on daily activities. Therefore, a sleep study that includes sleep patterns and disorders is …

Sleep research uses electroencephalography (EEG) to infer brain activity in health and
disease. Beyond standard sleep scoring, there is increased interest in advanced EEG …

Analyzing electroencephalographic (EEG) time series can be challenging, especially with
deep neural networks, due to the large variability among human subjects and often small …

All-night electroencephalography (EEG) was introduced in the 1960's to study the
physiological characteristics of sleep. While different states of sleep could be discerned from …

Identification of sleep stages is crucial in the diagnosis of sleep-related disorders but relies
on the labor-intensive and manual scoring of overnight polysomnography (PSG) recordings …

The monitoring of a patient's heart rate (HR) is critical in the diagnosis of diseases. In the
detection of sleep disorders, it also plays an important role. Several techniques have been …

Analyzing electroencephalographic (EEG) time series can be challenging, especially with
deep neural networks, due to the large variability among human subjects and often small …