A review of obstructive sleep apnea detection approaches

F Mendonca, SS Mostafa… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Sleep disorders are a common health condition that can affect numerous aspects of life.
Obstructive sleep apnea is one of the most common disorders and is characterized by a …

Devices for home detection of obstructive sleep apnea: A review

F Mendonça, SS Mostafa, AG Ravelo-García… - Sleep medicine …, 2018 - Elsevier
One of the most common sleep-related disorders is obstructive sleep apnea, characterized
by a reduction of airflow while breathing during sleep and cause significant health problems …

Real-time detection of apneas on a PDA

A Burgos, A Goni, A Illarramendi… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Patients suspected of suffering sleep apnea and hypopnea syndrome (SAHS) have to
undergo sleep studies such as expensive polysomnographies to be diagnosed. Healthcare …

[HTML][HTML] A comprehensive review: computational models for obstructive sleep apnea detection in biomedical applications

ES JeyaJothi, J Anitha, S Rani… - BioMed research …, 2022 - ncbi.nlm.nih.gov
Obstructive sleep apnea (OSA) is a sleep disorder characterized by periodic episodes of
partial or complete upper airway obstruction caused by narrowing or collapse of the …

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
Apnea is a sleep disorder that stops or reduces airflow for a short time during sleep. Sleep
apnea may last for a few seconds and happen for many while sleeping. This reduction in …

A survey on recent advances in machine learning based sleep apnea detection systems

A Ramachandran, A Karuppiah - Healthcare, 2021 - mdpi.com
Sleep apnea is a sleep disorder that affects a large population. This disorder can cause or
augment the exposure to cardiovascular dysfunction, stroke, diabetes, and poor productivity …

An IoMT cloud-based real time sleep apnea detection scheme by using the SpO2 estimation supported by heart rate variability

L Haoyu, L Jianxing, N Arunkumar, AF Hussein… - Future Generation …, 2019 - Elsevier
Obstructive sleep apnea refers to a highly rampant sleep-related breathing disorder. The
gold standard examination for diagnosis is polysomnography. Even though it provides …

Obstructive sleep apnoea detection using convolutional neural network based deep learning framework

D Dey, S Chaudhuri, S Munshi - Biomedical engineering letters, 2018 - Springer
This letter presents an automated obstructive sleep apnoea (OSA) detection method with
high accuracy, based on a deep learning framework employing convolutional neural …

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 …

[PDF][PDF] A neural network system for detection of obstructive sleep apnea through SpO2 signal features

L Almazaydeh, M Faezipour… - International Journal of …, 2012 - researchgate.net
Obstructive sleep apnea (OSA) is a common disorder in which individuals stop breathing
during their sleep. These episodes last 10 seconds or more and cause oxygen levels in the …