Contactless sleep apnea detection on smartphones

R Nandakumar, S Gollakota, N Watson - Proceedings of the 13th annual …, 2015 - dl.acm.org
We present a contactless solution for detecting sleep apnea events on smartphones. To
achieve this, we introduce a novel system that monitors the minute chest and abdomen …

The past is prologue: the future of sleep medicine

NF Watson, IM Rosen, RD Chervin - Journal of Clinical Sleep …, 2017 - jcsm.aasm.org
The field of sleep medicine has gone through tremendous growth and development over a
short period of time, culminating in recognition of the field as an independent medical …

Wireless sleep apnea detection using continuous wave quadrature Doppler radar

M Baboli, A Singh, B Soll, O Boric-Lubecke… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
A non-contact and non-invasive physiological radar monitoring system (PRMS) is
introduced. The system is based on motion detection using quadrature microwave Doppler …

[HTML][HTML] Automatic detection of obstructive sleep apnea based on speech or snoring sounds: a narrative review

S Cao, I Rosenzweig, F Bilotta, H Jiang… - Journal of Thoracic …, 2024 - ncbi.nlm.nih.gov
Automatic detection of obstructive sleep apnea based on speech or snoring sounds: a narrative
review - PMC Back to Top Skip to main content NIH NLM Logo Access keys NCBI Homepage …

Association of snoring characteristics with predominant site of collapse of upper airway in obstructive sleep apnea patients

A Sebastian, PA Cistulli, G Cohen, P de Chazal - Sleep, 2021 - academic.oup.com
Abstract Study Objectives Acoustic analysis of isolated events and snoring by previous
researchers suggests a correlation between individual acoustic features and individual site …

Detection of sleep breathing sound based on artificial neural network analysis

T Emoto, UR Abeyratne, K Kawano, T Okada… - … Signal Processing and …, 2018 - Elsevier
Obstructive sleep apnea-hypopnea syndrome (OSAHS) is known to cause daytime
drowsiness and an association with diseases such as Type II diabetes, cardiovascular …

Automatic detection, segmentation and classification of snore related signals from overnight audio recording

K Qian, Z Xu, H Xu, Y Wu, Z Zhao - IET Signal Processing, 2015 - Wiley Online Library
Snore related signals (SRS) have been found to carry important information about the snore
source and obstruction site in the upper airway of an Obstructive Sleep Apnea/Hypopnea …

Monitoring of Sleep Breathing States Based on Audio Sensor Utilizing Mel‐Scale Features in Home Healthcare

Y Fang, D Liu, Z Jiang, H Wang - Journal of Healthcare …, 2023 - Wiley Online Library
Sleep‐related breathing disorders (SBDs) will lead to poor sleep quality and increase the
risk of cardiovascular and cerebrovascular diseases which may cause death in serious …

Snore sound analysis can detect the presence of obstructive sleep apnea specific to NREM or REM sleep

S Akhter, UR Abeyratne, V Swarnkar… - Journal of Clinical Sleep …, 2018 - jcsm.aasm.org
Study Objectives: Severities of obstructive sleep apnea (OSA) estimated both for the overall
sleep duration and for the time spent in rapid eye movement (REM) and non-rapid eye …

A novel deep feature transfer-based OSA detection method using sleep sound signals

J Luo, H Liu, X Gao, B Wang, X Zhu, Y Shi… - Physiological …, 2020 - iopscience.iop.org
Objective: Polysomnography is typically used to evaluate the severity of obstructive sleep
apnea (OSA) but the inconvenience of application and high cost considerably affect the …