Opportunities for utilizing polysomnography signals to characterize obstructive sleep apnea subtypes and severity
DR Mazzotti, DC Lim, K Sutherland… - Physiological …, 2018 - iopscience.iop.org
… other existing computer-aided polysomnography signal processing algorithms and how they
… matter of time before advanced automatic signal processing and analysis is widely applied …
… matter of time before advanced automatic signal processing and analysis is widely applied …
Detection of obstructive sleep apnea through ECG signal features
L Almazaydeh, K Elleithy… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
… Most of sleep apnea cases are currently … polysomnography (PSG) at sleep labs, where
an expert human observer is needed to work over night. New techniques for sleep apnea …
an expert human observer is needed to work over night. New techniques for sleep apnea …
Automatic detection of obstructive sleep apnea using wavelet transform and entropy-based features from single-lead ECG signal
… Currently, gold standard for OSA detection is polysomnogram. Since … ) signals for OSA
detection. In this paper, a novel automatic OSA detection method using a single-lead ECG signal …
detection. In this paper, a novel automatic OSA detection method using a single-lead ECG signal …
Quantifying the arousal threshold using polysomnography in obstructive sleep apnea
… using polysomnographic signals. The approach employs an uncalibrated ventilation signal
(eg, … EMG, and CPAP manipulation). Thus, arousal threshold estimation using respiratory …
(eg, … EMG, and CPAP manipulation). Thus, arousal threshold estimation using respiratory …
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works
P Moridian, A Shoeibi, M Khodatars… - … : Data Mining and …, 2022 - Wiley Online Library
… So far, a variety of methods have been introduced by researchers to diagnose sleep apnea,
among which the polysomnography (PSG) method is known to be the best. Analysis of PSG …
among which the polysomnography (PSG) method is known to be the best. Analysis of PSG …
Obstructive sleep apnea event prediction using recurrence plots and convolutional neural networks (RP-CNNs) from polysomnographic signals
Y Taghizadegan, NJ Dabanloo, K Maghooli… - Biomedical Signal …, 2021 - Elsevier
… the sleep apnea events in the polysomnographic signals recorded from a multisensory suite.
This procedure has been performed via a portable sleep … single polysomnographic signals (…
This procedure has been performed via a portable sleep … single polysomnographic signals (…
Automated detection of sleep apnea from electrocardiogram signals using nonlinear parameters
… with this level of accuracy can potentially reduce the need of polysomnography (PSG).
This brings advantages to patients, because the proposed system is less cumbersome when …
This brings advantages to patients, because the proposed system is less cumbersome when …
Prediction of obstructive sleep apnea using ensemble of recurrence plot convolutional neural networks (RPCNNs) from polysomnography signals
Y Taghizadegan, NJ Dabanloo, K Maghooli… - Medical hypotheses, 2021 - Elsevier
… function (RBF) were used to predict obstructive sleep apnea from segments of 30, 60, 90, …
the onset of sleep apnea events using polysomnographic signals obtained via a portable sleep …
the onset of sleep apnea events using polysomnographic signals obtained via a portable sleep …
Classification methods to detect sleep apnea in adults based on respiratory and oximetry signals: a systematic review
… Polysomnography (PSG), considered the gold standard and a reliable method for SA … of
nocturnal oximetry signals in the diagnosis of the obstructive sleep apnea syndrome EMBS'06: …
nocturnal oximetry signals in the diagnosis of the obstructive sleep apnea syndrome EMBS'06: …
Obstructive sleep apnea detection using SVM-based classification of ECG signal features
L Almazaydeh, K Elleithy… - 2012 annual international …, 2012 - ieeexplore.ieee.org
… sleep apnea (OSA) is the common form of sleep apnea, which is currently tested through
polysomnography (PSG) at sleep … New sleep apnea classification techniques are nowadays …
polysomnography (PSG) at sleep … New sleep apnea classification techniques are nowadays …
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