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 …
sleep and techniques for extracting information from these signals. We examine both clinical …
A review of approaches for analysing obstructive sleep apnoea‐related patterns in pulse oximetry data
PI Terrill - Respirology, 2020 - Wiley Online Library
Overnight pulse oximetry allows the relatively non‐invasive estimation of peripheral blood
haemoglobin oxygen saturations (SpO2), and forms part of the typical polysomnogram …
haemoglobin oxygen saturations (SpO2), and forms part of the typical polysomnogram …
Classification methods to detect sleep apnea in adults based on respiratory and oximetry signals: a systematic review
Objective: Sleep apnea (SA), a common sleep disorder, can significantly decrease the
quality of life, and is closely associated with major health risks such as cardiovascular …
quality of life, and is closely associated with major health risks such as cardiovascular …
Real-time automatic apneic event detection using nocturnal pulse oximetry
Objective: Nocturnal pulse oximetry has been proposed as a simpler alternative to
polysomnography in diagnosing sleep apnea. However, existing techniques are limited in …
polysomnography in diagnosing sleep apnea. However, existing techniques are limited in …
Automated prediction of the apnea-hypopnea index from nocturnal oximetry recordings
Nocturnal polysomnography (PSG) is the gold-standard for sleep apnea-hypopnea
syndrome (SAHS) diagnosis. It provides the value of the apnea-hypopnea index (AHI) …
syndrome (SAHS) diagnosis. It provides the value of the apnea-hypopnea index (AHI) …
Probabilistic neural network approach for the detection of SAHS from overnight pulse oximetry
DS Morillo, N Gross - Medical & biological engineering & computing, 2013 - Springer
Diagnosis of sleep apnea hypopnoea syndrome (SAHS) depends on the apnea–hypopnea
index determined by the standard in-laboratory overnight polysomnography (PSG). PSG is a …
index determined by the standard in-laboratory overnight polysomnography (PSG). PSG is a …
A hybrid feature selection and extraction methods for sleep apnea detection using bio-signals
People with sleep apnea (SA) are at increased risk of having stroke and cardiovascular
diseases. Polysomnography (PSG) is used to detect SA. This paper conducts feature …
diseases. Polysomnography (PSG) is used to detect SA. This paper conducts feature …
Linear and nonlinear analysis of airflow recordings to help in sleep apnoea–hypopnoea syndrome diagnosis
GC Gutiérrez-Tobal, R Hornero, D Álvarez… - Physiological …, 2012 - iopscience.iop.org
This paper focuses on the analysis of single-channel airflow (AF) signal to help in sleep
apnoea–hypopnoea syndrome (SAHS) diagnosis. The respiratory rate variability (RRV) …
apnoea–hypopnoea syndrome (SAHS) diagnosis. The respiratory rate variability (RRV) …
Automatic recognition of cardiac arrhythmias based on the geometric patterns of Poincaré plots
L Zhang, T Guo, B Xi, Y Fan, K Wang… - Physiological …, 2015 - iopscience.iop.org
The Poincaré plot emerges as an effective tool for assessing cardiovascular autonomic
regulation. It displays nonlinear characteristics of heart rate variability (HRV) from …
regulation. It displays nonlinear characteristics of heart rate variability (HRV) from …
Novel multiclass classification for home-based diagnosis of sleep apnea hypopnea syndrome
D Sánchez-Morillo, MA López-Gordo, A León - Expert Systems with …, 2014 - Elsevier
Abstract Currently, Sleep Apnea-Hypopnea Syndrome (SAHS) is accurately diagnosed in
Sleep Units. In the last decade, in order to reduce the burden for health systems and the …
Sleep Units. In the last decade, in order to reduce the burden for health systems and the …