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 …
Evaluation of machine-learning approaches to estimate sleep apnea severity from at-home oximetry recordings
GC Gutiérrez-Tobal, D Álvarez… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Complexity, costs, and waiting list issues demand a simplified alternative for sleep apnea-
hypopnea syndrome (SAHS) diagnosis. The blood oxygen saturation signal (SpO2) carries …
hypopnea syndrome (SAHS) diagnosis. The blood oxygen saturation signal (SpO2) carries …
Classification techniques on computerized systems to predict and/or to detect Apnea: A systematic review
Background and objective Sleep apnea syndrome (SAS), which can significantly decrease
the quality of life is associated with a major risk factor of health implications such as …
the quality of life is associated with a major risk factor of health implications such as …
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 …
Oximetry use in obstructive sleep apnea
F Del Campo, A Crespo… - Expert review of …, 2018 - Taylor & Francis
Introduction: Overnight oximetry has been proposed as an accessible, simple, and reliable
technique for obstructive sleep apnea syndrome (OSAS) diagnosis. From visual inspection …
technique for obstructive sleep apnea syndrome (OSAS) diagnosis. From visual inspection …
A genetically optimized neural network model for multi-class classification
Multi-class classification is one of the major challenges in real world application.
Classification algorithms are generally binary in nature and must be extended for multi-class …
Classification algorithms are generally binary in nature and must be extended for multi-class …
Hybridization of soft-computing algorithms with neural network for prediction obstructive sleep apnea using biomedical sensor measurements
Sleep apnea (SA) is a common respiratory disorder, especially among obese people. It is
caused by either the relaxation of the upper respiratory tract muscles or the failure of the …
caused by either the relaxation of the upper respiratory tract muscles or the failure of the …
Comparative associations of oximetry patterns in Obstructive Sleep Apnea with incident cardiovascular disease
Abstract Study Objectives Intermittent hypoxia is a key mechanism linking Obstructive Sleep
Apnea (OSA) to cardiovascular disease (CVD). Oximetry analysis could enhance …
Apnea (OSA) to cardiovascular disease (CVD). Oximetry analysis could enhance …
[HTML][HTML] ABOSA–Freely available automatic blood oxygen saturation signal analysis software: Structure and validation
Background and objective Many sleep recording software used in clinical settings have
some tools to automatically analyze the blood oxygen saturation (SpO 2) signal by detecting …
some tools to automatically analyze the blood oxygen saturation (SpO 2) signal by detecting …