A novel technique to diagnose sleep apnea in suspected patients using their ECG data

SQ Ali, S Khalid, SB Belhaouari - Ieee Access, 2019 - ieeexplore.ieee.org
Sleep Apnea is a breathing disorder that occurs while the patient is sleeping. Traditionally,
Polysomnography is used to diagnose it. However, it is quite inconvenient and expensive …

Classifier precision analysis for sleep apnea detection using ECG signals

N Pombo, BMC Silva, AM Pinho, N Garcia - Ieee Access, 2020 - ieeexplore.ieee.org
This article presents a study on the efficiency of implementing classifiers for the detection of
sleep apnea moments based on a minute-to-minute Electrocardiogram (ECG) signal …

Sleep apnea detection based on ECG signals using discrete wavelet transform and artificial neural network

M Qatmh, T Bonny, F Barneih… - 2022 Advances in …, 2022 - ieeexplore.ieee.org
Sleep apnea is a sleep disorder that can cause serious health problems. An Artificial Neural
Network classifier to detect sleep apnea has been presented in this paper by utilizing the …

Obstructive Sleep Apnea Detection based on ECG Signal using Statistical Features of Wavelet Subband

S Hadiyoso, A Rizal, H Fauzi, R Widadi - International journal of …, 2022 - hrcak.srce.hr
Sažetak One of the respiratory disorders is obstructive sleep apnea (OSA). OSA occurs
when a person sleeps. OSA causes breathing to stop momentarily due to obstruction in the …

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 …

Sleep apnea classification using ECG-signal wavelet-PCA features

VP Rachim, G Li, WY Chung - Bio-medical materials and …, 2014 - content.iospress.com
Sleep apnea is often diagnosed using an overnight sleep test called a polysomnography
(PSG). Unfortunately, though it is the gold standard of sleep disorder diagnosis, a PSG is …

Computer aided detection of obstructive sleep apnea from EEG signals

SA Bello, U Alqasemi - Available at SSRN 3890660, 2021 - papers.ssrn.com
Sleep Apnea is an anomaly in sleeping characterized by short pause in breathing. Failure to
treat sleep apnea leads to fatal complications in both psychological and physiological being …

Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review

N Salari, A Hosseinian-Far, M Mohammadi… - Expert Systems with …, 2022 - Elsevier
Sleep apnea (SA) is a common sleep disorder that is not easy to detect. Recent studies have
highlighted ECG analysis as an effective method of diagnosing SA. Because the changes …

ECG classification for Sleep Apnea detection

A Hachem, M Ayache, L El Khansa… - 2016 3rd Middle East …, 2016 - ieeexplore.ieee.org
Sleep Apnea is a potentially serious sleep disorder in which you have one or more pauses
in breathing or shallow breaths while you sleep. It is classified into 3 main types: Obstructive …

Detection of sleep apnea from ECG signal using various machine learning algorithms

LVR Kumari, A Lohitha… - 2021 IEEE 8th Uttar …, 2021 - ieeexplore.ieee.org
The common fatal sleep disorder is sleep apnea (SA). This is demonstrated when a person's
breathing is obstructed during sleep due to inadequate air deliver to the brain. Early …