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 …

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 …

A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG

C Varon, J Morales, J Lázaro, M Orini, M Deviaene… - Scientific reports, 2020 - nature.com
Cardiorespiratory monitoring is crucial for the diagnosis and management of multiple
conditions such as stress and sleep disorders. Therefore, the development of ambulatory …

Heart rate variability (HRV) analysis: A methodology for organizational neuroscience

S Massaro, L Pecchia - Organizational research methods, 2019 - journals.sagepub.com
Recently, the application of neuroscience methods and findings to the study of
organizational phenomena has gained significant interest and converged in the emerging …

The future of sleep measurements: a review and perspective

ES Arnardottir, AS Islind… - Sleep medicine clinics, 2021 - sleep.theclinics.com
Sleep assessment depends both on the subjective experience of the individual and
objective measurements, which are traditionally collected through an overnight sleep study …

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals

O Faust, R Barika, A Shenfield, EJ Ciaccio… - Knowledge-Based …, 2021 - Elsevier
Sleep apnea is a common condition that is characterized by sleep-disordered breathing.
Worldwide the number of apnea cases has increased and there has been a growing number …

A RR interval based automated apnea detection approach using residual network

L Wang, Y Lin, J Wang - Computer methods and programs in biomedicine, 2019 - Elsevier
Abstract Background and Objective Apnea is one of the most common conditions that
causes sleep-disorder breathing. With growing number of patients worldwide, more and …

A review: photonic devices used for dosimetry in medical radiation

E Damulira, MNS Yusoff, AF Omar, NH Mohd Taib - Sensors, 2019 - mdpi.com
Numerous instruments such as ionization chambers, hand-held and pocket dosimeters of
various types, film badges, thermoluminescent dosimeters (TLDs) and optically stimulated …

Detection of obstructive sleep apnea through ECG signal features

L Almazaydeh, K Elleithy… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Obstructive sleep apnea (OSA) is a common disorder in which individuals stop breathing
during their sleep. Most of sleep apnea cases are currently undiagnosed because of …

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 is the instance when one either has pauses of breathing in their sleep, or has
very low breath while asleep. This pause in breathing can range in frequency and duration …