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 …
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 …
short period of time, culminating in recognition of the field as an independent medical …
Wireless sleep apnea detection using continuous wave quadrature Doppler radar
A non-contact and non-invasive physiological radar monitoring system (PRMS) is
introduced. The system is based on motion detection using quadrature microwave Doppler …
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 …
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
Abstract Study Objectives Acoustic analysis of isolated events and snoring by previous
researchers suggests a correlation between individual acoustic features and individual site …
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 …
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
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 …
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 …
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
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 …
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 …
apnea (OSA) but the inconvenience of application and high cost considerably affect the …