Sleep-disordered breathing, ranging from habitual snoring to severe obstructive sleep
apnea, is a prevalent public health issue. Despite rising interest in sleep and awareness of …

Obstructive Sleep Apnea (OSA) arises due to periodic blockage of the upper airway (UA)
during sleep, as negative pressure generated during inspiration overcomes the force …

Determining sleep stages accurately is an important part of the diagnostic process for
numerous sleep disorders. However, as the sleep stage scoring is done manually following …

Abstract Machine learning (ML) models have become a key component in modern world
services. In decision-making domains where human expertise is crucial, for example, for …

We investigated arousal scoring agreement within full‐night polysomnography in a multi‐
centre setting. Ten expert scorers from seven centres annotated 50 polysomnograms using …

Identifying mouth breathing during sleep in a reliable, non-invasive way is challenging and
currently not included in sleep studies. However, it has a high clinical relevance in …

Sleep disorders are defined on the basis of diagnostic criteria presented in medical
classifications. However, no consensus has emerged on the exact list of operational …

Extract A recently published report prepared for the Agency for Healthcare Research and
Quality (AHRQ) of the US Department of Health and Human Services concluded that the …

Sleep recordings are increasingly being conducted in patients' homes where patients apply
the sensors themselves according to instructions. However, certain sensor types such as …

Obstructive sleep apnea (OSA) is a common disease associated with a high prevalence of
costly comorbidities and accidents that add to the disease's economic impact. Although …