PSG-Audio, a scored polysomnography dataset with simultaneous audio recordings for sleep apnea studies

G Korompili, A Amfilochiou, L Kokkalas, SA Mitilineos… - Scientific data, 2021 - nature.com
The sleep apnea syndrome is a chronic condition that affects the quality of life and increases
the risk of severe health conditions such as cardiovascular diseases. However, the …

Validation of an automated algorithm for detecting apneas and hypopneas by acoustic analysis of breath sounds

H Alshaer, GR Fernie, E Maki, TD Bradley - Sleep medicine, 2013 - Elsevier
BACKGROUND: Sleep-disordered breathing (SDB) is common and is associated with
increased risk for cardiovascular disease. However, most patients remain undiagnosed due …

Acoustic screening for obstructive sleep apnea in home environments based on deep neural networks

HE Romero, N Ma, GJ Brown… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Obstructive sleep apnea (OSA) is a chronic and prevalent condition with well-established
comorbidities. However, many severe cases remain undiagnosed due to poor access to …

Comparison of in-laboratory and home diagnosis of sleep apnea using a cordless portable acoustic device

H Alshaer, GR Fernie, WH Tseng, TD Bradley - Sleep medicine, 2016 - Elsevier
Abstract Background and Objectives Sleep apnea (SA) is a common, serious, but
underdiagnosed condition. There is a need for more accessible and economic means of …

AI vs Humans for the diagnosis of sleep apnea

V Thorey, AB Hernandez, PJ Arnal… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
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 …

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 …

Identification of obstructive sleep apnea patients from tracheal breath sound analysis during wakefulness in polysomnographic studies

J Solà-Soler, JA Fiz, A Torres… - 2014 36th Annual …, 2014 - ieeexplore.ieee.org
Obstructive Sleep Apnea (OSA) is currently diagnosed by a full nocturnal polysomnography
(PSG), a very expensive and time-consuming method. In previous studies we were able to …

Noncontact identification of sleep-disturbed breathing from smartphone-recorded sounds validated by polysomnography

S Narayan, P Shivdare, T Niranjan, K Williams… - Sleep and …, 2019 - Springer
Purpose Diagnosis of obstructive sleep apnea by the gold-standard of polysomnography
(PSG), or by home sleep testing (HST), requires numerous physical connections to the …

Validation a portable monitoring device for sleep apnea diagnosis in a population based cohort using synchronized home polysomnography

D Zou, L Grote, Y Peker, U Lindblad, J Hedner - Sleep, 2006 - academic.oup.com
Abstract Subject Objective: To assess the accuracy of a portable monitoring device based on
peripheral arterial tonometry to diagnose obstructive sleep apnea (OSA). To propose a new …

A system for portable sleep apnea diagnosis using an embedded data capturing module

H Alshaer, A Levchenko, TD Bradley, S Pong… - Journal of clinical …, 2013 - Springer
Sleep apnea (SA) is a very common disease with serious health consequences, yet is very
under-diagnosed, partially because of the high cost and limited accessibility of in-laboratory …