ECG based sleep apnea detection using wavelet analysis of instantaneous heart rates
I Delibaşoǧlu, C Avci, A Akbaş - … of the 4th International Symposium on …, 2011 - dl.acm.org
The time series of instantaneous heart rates (IHR) derived from overnight sleep
electrocardiography (ECG) are analyzed by using wavelet decompositions. It is aimed to find …
electrocardiography (ECG) are analyzed by using wavelet decompositions. It is aimed to find …
Detection of sleep apnea events using electroencephalogram signals
Sleep apnea is breathing disorder that leads to other disorders related to the brain and
heart. This paper proposes detection of sleep apnea using a single feature Lampel-Ziv …
heart. This paper proposes detection of sleep apnea using a single feature Lampel-Ziv …
Automated scoring of obstructive sleep apnea and hypopnea events using short-term electrocardiogram recordings
AH Khandoker, J Gubbi… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Obstructive sleep apnea or hypopnea causes a pause or reduction in airflow with
continuous breathing effort. The aim of this study is to identify individual apnea and …
continuous breathing effort. The aim of this study is to identify individual apnea and …
Automatic Detection of Sleep Apnea from Single-lead ECG Signal Using Machine Learning
A Bhongade, R Gupta… - … Conference on Futuristic …, 2022 - ieeexplore.ieee.org
Sleep apnea is a common disorder that reduces sleep quality which can lead to serious
health consequences. It is identified by a pause in breathing during sleep. At present …
health consequences. It is identified by a pause in breathing during sleep. At present …
Analysis of features extracted from EEG epochs by discrete wavelet decomposition and Hilbert transform for sleep apnea detection
MA Prucnal, AG Polak - … conference of the IEEE engineering in …, 2018 - ieeexplore.ieee.org
Sleep apnea (SA) is one of the most common disorders manifesting during sleep and the
electroencephalo-gram (EEG) belongs to these biomedical signals that change during …
electroencephalo-gram (EEG) belongs to these biomedical signals that change during …
Sleep apnea detection from ECG using variational mode decomposition
Sleep apnea is a pervasive breathing problem during night sleep, and its repetitive
occurrence causes various health problems. Polysomnography is commonly used for apnea …
occurrence causes various health problems. Polysomnography is commonly used for apnea …
Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks
Abstract Obstructive Sleep Apnoea (OSA) is a breathing disorder that happens during sleep.
Polysomnography (PSG) is typically used as a reference standard for the diagnosis of OSA …
Polysomnography (PSG) is typically used as a reference standard for the diagnosis of OSA …
Computer-aided obstructive sleep apnea screening from single-lead electrocardiogram using statistical and spectral features and bootstrap aggregating
AR Hassan, MA Haque - Biocybernetics and Biomedical Engineering, 2016 - Elsevier
Automatic sleep apnea screening is important to alleviate the onus of the physicians of
analyzing a large volume of data visually. Again, the push towards low-power, portable and …
analyzing a large volume of data visually. Again, the push towards low-power, portable and …
OSACN-Net: automated classification of sleep apnea using deep learning model and smoothed Gabor spectrograms of ECG signal
Obstructive sleep apnea (OSA) is a severe sleep-associated respiratory disorder, caused
due to periodic disruption of breath during sleep. It may cause a number of serious …
due to periodic disruption of breath during sleep. It may cause a number of serious …
Application of an optimal class of antisymmetric wavelet filter banks for obstructive sleep apnea diagnosis using ECG signals
Obstructive sleep apnea (OSA) is a sleep disorder caused due to interruption of breathing
resulting in insufficient oxygen to the human body and brain. If the OSA is detected and …
resulting in insufficient oxygen to the human body and brain. If the OSA is detected and …