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

A Yadollahi, E Giannouli, Z Moussavi - Medical & biological engineering & …, 2010 - Springer
Sleep apnea is a common respiratory disorder during sleep, which is described as a
cessation of airflow to the lungs that lasts at least for 10 s and is associated with at least 4 …

ECG classification for sleep apnea detection

A Jezzini, M Ayache, L Elkhansa… - … on advances in …, 2015 - ieeexplore.ieee.org
Sleep apnea is a sleep-related breathing disorder that involves a decrease or complete halt
in airflow despite an ongoing effort to breathe. The most common form of sleep apnea is well …

Multiscale deep neural network for obstructive sleep apnea detection using RR interval from single-lead ECG signal

Q Shen, H Qin, K Wei, G Liu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The detection of obstructive sleep apnea (OSA) based on single-lead electrocardiogram
(ECG) is better suited to the noninvasive needs and hardware conditions of wearable mobile …

A novel approach osa detection using single-lead ECG scalogram based on deep neural network

SA Singh, S Majumder - Journal of Mechanics in Medicine and …, 2019 - World Scientific
Obstructive sleep apnea (OSA) is the most common and severe breathing dysfunction which
frequently freezes the breathing for longer than 10 s while sleeping. Polysomnography …

An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions

H Sharma, KK Sharma - Computers in biology and medicine, 2016 - Elsevier
This paper introduces a methodology for the detection of sleep apnea based on single-lead
electrocardiogram (ECG) of the patient. In the proposed technique, each QRS complex of …

Greedy based convolutional neural network optimization for detecting apnea

SS Mostafa, D Baptista, AG Ravelo-García… - Computer Methods and …, 2020 - Elsevier
Background and objective Sleep apnea is a common sleep disorder, usually diagnosed
using an expensive, highly specialized, and inconvenient test called polysomnography. A …

Detection of obstructive sleep apnea using heart rate variability

C Sung-Pil - Journal of the Institute of Electronics Engineers of …, 2005 - koreascience.kr
Abstract Obstructive Sleep Apnea (OSA) is a representative symptom of sleep disorder
caused by the obstruction of upper airway. Because OSA causes not only excessive daytime …

Obstructive sleep apnea detection using sleep architecture

J Liu, Q Li, Y Xin, X Lu - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Obstructive sleep apnea (OSA) is a common disease characterized by repeated episodes of
upper airway obstruction that results in cessation of airflow during sleep. Early diagnosis of …

Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks

H Almutairi, GM Hassan, A Datta - Biomedical Signal Processing and …, 2021 - Elsevier
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 …

OSACN-Net: automated classification of sleep apnea using deep learning model and smoothed Gabor spectrograms of ECG signal

K Gupta, V Bajaj, IA Ansari - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …