A review of signals used in sleep analysis

A Roebuck, V Monasterio, E Gederi… - Physiological …, 2013 - iopscience.iop.org
This article presents a review of signals used for measuring physiology and activity during
sleep and techniques for extracting information from these signals. We examine both clinical …

[HTML][HTML] A review of methods for sleep arousal detection using polysomnographic signals

X Qian, Y Qiu, Q He, Y Lu, H Lin, F Xu, F Zhu, Z Liu… - Brain sciences, 2021 - mdpi.com
Multiple types of sleep arousal account for a large proportion of the causes of sleep
disorders. The detection of sleep arousals is very important for diagnosing sleep disorders …

Monitoring sound to quantify snoring and sleep apnea severity using a smartphone: proof of concept

H Nakano, K Hirayama, Y Sadamitsu… - Journal of Clinical …, 2014 - jcsm.aasm.org
Study Objectives: Habitual snoring is a prevalent condition that is not only a marker of
obstructive sleep apnea (OSA) but can also lead to vascular risk. However, it is not easy to …

[HTML][HTML] Detection of sleep disordered breathing severity using acoustic biomarker and machine learning techniques

T Kim, JW Kim, K Lee - Biomedical engineering online, 2018 - Springer
Purpose Breathing sounds during sleep are altered and characterized by various acoustic
specificities in patients with sleep disordered breathing (SDB). This study aimed to identify …

[HTML][HTML] Automatic detection of whole night snoring events using non-contact microphone

E Dafna, A Tarasiuk, Y Zigel - PloS one, 2013 - journals.plos.org
Objective Although awareness of sleep disorders is increasing, limited information is
available on whole night detection of snoring. Our study aimed to develop and validate a …

Obstructive apnea hypopnea index estimation by analysis of nocturnal snoring signals in adults

N Ben-Israel, A Tarasiuk, Y Zigel - Sleep, 2012 - academic.oup.com
Abstract Study Objective: To develop a whole-night snore sounds analysis algorithm
enabling estimation of obstructive apnea hypopnea index (AHIEST) among adult subjects …

Objective relationship between sleep apnea and frequency of snoring assessed by machine learning

H Alshaer, R Hummel, M Mendelson… - Journal of Clinical …, 2019 - jcsm.aasm.org
Study Objectives: Snoring is perceived to be directly proportional to sleep apnea severity,
especially obstructive sleep apnea (OSA), but this notion has not been thoroughly and …

Simple snoring: not quite so simple after all?

V Deary, JG Ellis, JA Wilson, C Coulter… - Sleep medicine reviews, 2014 - Elsevier
Simple snoring (SS), in the absence of obstructive sleep apnoea (OSA), is a common
problem, yet our understanding of its causes and consequences is incomplete. Our …

[HTML][HTML] Assessment of obstructive sleep apnea severity using audio-based snoring features

J Xie, P Fonseca, J van Dijk, S Overeem… - … Signal Processing and …, 2023 - Elsevier
Abstract Background and Objective Snoring is a prima symptom of obstructive sleep apnea
(OSA). Here, we add audio-based snoring features to improve the non-obtrusive …

Acoustic analysis of snoring in the diagnosis of obstructive sleep apnea syndrome: a call for more rigorous studies

H Jin, LA Lee, L Song, Y Li, J Peng… - Journal of Clinical …, 2015 - jcsm.aasm.org
Background: Snoring is a common symptom of obstructive sleep apnea syndrome (OSA)
and has recently been considered for diagnosis of OSA. Objectives: The goal of the current …