Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends

M Sharma, K Kumar, P Kumar, RS Tan… - Physiological …, 2022 - iopscience.iop.org
… In this work, we have reviewed studies that used pulse oximeter SpO 2 signalspulse
oximetry signal would be a helpful tool to analyze the severity and presence of sleep apnea sleep

Diagnosis of obstructive sleep apnea using pulse oximeter derived photoplethysmographic signals

A Romem, A Romem, D Koldobskiy… - Journal of Clinical Sleep …, 2014 - jcsm.aasm.org
… The Morpheus Ox (WideMed Ltd., … (pulse oximeter), photoplethysmography (PPG)-based
sleep monitoring device. PPG and oxygen saturation signals derived from the pulse oximeter

Detection of sleep apnea from electrocardiogram and pulse oximetry signals using random forest

J Zhu, A Zhou, Q Gong, Y Zhou, J Huang, Z Chen - Applied Sciences, 2022 - mdpi.com
Sleep apnea (SA) is a common sleep disorder which could … with a fewer number of signals
should be considered. The … approach to fuse ECG and SpO2 signals at the feature level. …

Sleep apnea monitoring and diagnosis based on pulse oximetery and tracheal sound signals

A Yadollahi, E Giannouli, Z Moussavi - Medical & biological engineering & …, 2010 - Springer
… The S a O 2 signal was recorded with a Masimo finger probe (5N040) connected to a Masimo
pulse oximeter (Radical signal extraction pulse oximeter). The sounds were amplified and …

A review of approaches for analysing obstructive sleep apnoea‐related patterns in pulse oximetry data

PI Terrill - Respirology, 2020 - Wiley Online Library
… Most work applies a biomedical signal processing and machine-learning approach in …
oximetry signal (such as those described in Approaches for quantifying patterns in pulse oximetry

Sleep-wake stages classification using heart rate signals from pulse oximetry

R Casal, LE Di Persia, G Schlotthauer - Heliyon, 2019 - cell.com
… index of obstructive sleep apnea/hypopnea syndrome (OSAHS) is the apnea/hyponea … a
patient is awake or asleep using heart rate (HR) signals provided by pulse oximetry. In this study…

Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea–hypopnea detection

RE Rolón, LD Larrateguy, LE Di Persia… - Biomedical Signal …, 2017 - Elsevier
… of apnea–hypopnea events using only pulse oximetry signals. … representations of the
signals to detect apnea–hypopnea … pulse oximetry signals is a very valuable tool for estimating …

Screening of obstructive sleep apnea with empirical mode decomposition of pulse oximetry

G Schlotthauer, LE Di Persia, LD Larrateguy… - Medical engineering & …, 2014 - Elsevier
sleep apnea/hypopnea in pulse oximetry signals. The purpose of this procedure is to estimate
an index that behaves in a similar way than the classical Apnea… by pulse oximetry. This will …

Classification methods to detect sleep apnea in adults based on respiratory and oximetry signals: a systematic review

MB Uddin, CM Chow, SW Su - Physiological measurement, 2018 - iopscience.iop.org
… Álvarez D, Hornero R, García M, del Campo F and Zamarrón C 2007a Improving diagnostic
ability of blood oxygen saturation from overnight pulse oximetry in obstructive sleep apnea

Utility of approximate entropy from overnight pulse oximetry data in the diagnosis of the obstructive sleep apnea syndrome

R Hornero, D Álvarez, D Abásolo… - IEEE Transactions …, 2006 - ieeexplore.ieee.org
… oxygen saturation (SaO2) signals from overnight pulse oximetry by means of ApEn could …
diagnosis of obstructive sleep apnea (OSA) syndrome. We analyzed SaO2 signals from 187 …