AI vs Humans for the diagnosis of sleep apnea [PDF]
Polysomnography (PSG) is the gold standard for diagnosing sleep obstructive apnea (OSA). It allows monitoring of breathing events throughout the night. The detection of these events is usually done by trained sleep experts. However, this task is tedious, highly time-consuming and subject to important inter-scorer variability.
arxiv
Thermal Imaging and Radar for Remote Sleep Monitoring of Breathing and Apnea [PDF]
Polysomnography (PSG), the current gold standard method for monitoring and detecting sleep disorders, is cumbersome and costly. At-home testing solutions, known as home sleep apnea testing (HSAT), exist. However, they are contact-based, a feature which limits the ability of some patient populations to tolerate testing and discourages widespread ...
arxiv
Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data [PDF]
Sleep apnea is a common respiratory disorder characterized by breathing pauses during the night. Consequences of untreated sleep apnea can be severe. Still, many people remain undiagnosed due to shortages of hospital beds and trained sleep technicians. To assist in the diagnosis process, automated detection methods are being developed.
arxiv
MobileNetV2: A lightweight classification model for home-based sleep apnea screening [PDF]
This study proposes a novel lightweight neural network model leveraging features extracted from electrocardiogram (ECG) and respiratory signals for early OSA screening. ECG signals are used to generate feature spectrograms to predict sleep stages, while respiratory signals are employed to detect sleep-related breathing abnormalities.
arxiv
Quantifying sleep apnea heterogeneity using hierarchical Bayesian modeling [PDF]
Obstructive Sleep Apnea (OSA) is a breathing disorder during sleep that affects millions of people worldwide. The diagnosis of OSA often occurs through an overnight polysomnogram (PSG) sleep study that generates a massive amount of physiological data.
arxiv
Odontología y trastornos respiratorios: apnea del sueño
Sleep – disordered breathing is becoming of interest for health professionals because it’s an important problem in children, adolescents and adults, leading to significant consequences in health as well as psychomotor and social ones.
Nadia Riguey Mira-L.
doaj
Objective: Preterm babies are prone to experiencing apnea of prematurity (AOP), mostly characterised by a pause in breathing lasting a minimum of 20 seconds. Recent literature supported higher maintenance doses of caffeine, indicating benefits.
Eilan Al-Hersh+7 more
doaj +1 more source
S N, Finberg, H K, Fisher
openaire +2 more sources
Impact of sleep apnea on alzheimer's disease in relation to sex: an 8-year longitudinal follow-up study of a nationwide cohort. [PDF]
Chung SJ+8 more
europepmc +1 more source
Apneic oxygenation with Transnasal Humidified Rapid-insufflation Ventilator Exchange (THRIVE) in obstructive sleep apnea patients: study protocol of a randomized controlled trial. [PDF]
Lei G+6 more
europepmc +1 more source