Classification methods to detect sleep apnea in adults based on respiratory and oximetry signals: a systematic review

MB Uddin, CM Chow, SW Su - Physiological measurement, 2018 - iopscience.iop.org
Objective: Sleep apnea (SA), a common sleep disorder, can significantly decrease the
quality of life, and is closely associated with major health risks such as cardiovascular …

Accurate contactless sleep apnea detection framework with signal processing and machine learning methods

Z Zhuang, F Wang, X Yang, L Zhang, CH Fu, J Xu, C Li… - Methods, 2022 - Elsevier
The detection of sleep apnea is critical for assessing sleep quality. It is also a proven
biometric in diagnosing cardiovascular and other diseases. Recent studies have shown that …

Pulse oximetry: The working principle, signal formation, and applications

T Leppänen, S Kainulainen, H Korkalainen… - Advances in the …, 2022 - Springer
Pulse oximeters are routinely used in various medical-grade and consumer-grade
applications. They can be used to estimate, for example, blood oxygen saturation …

Application of mechanical trigger for unobtrusive detection of respiratory disorders from body recoil micro-movements

D Cimr, F Studnicka, H Fujita, R Cimler… - Computer Methods and …, 2021 - Elsevier
Abstract Background and Objectives Automatic detection of breathing disorders plays an
important role in the early signalization of respiratory diseases. Measuring methods can be …

Convolutional neural network for screening of obstructive sleep apnea using snoring sounds

R Li, W Li, K Yue, Y Li - Biomedical Signal Processing and Control, 2023 - Elsevier
Screening and assessment for obstructive sleep apnea hypopnea syndrome (OSAHS) has
attracted growing attention to improve the life of patients with sleep apnea. The gold …

Algorithmic detection of sleep-disordered breathing using respiratory signals: a systematic review

L Yang, Z Ding, J Zhou, S Zhang, Q Wang… - Physiological …, 2024 - iopscience.iop.org
Background and Objective: Sleep-disordered breathing (SDB) poses health risks linked to
hypertension, cardiovascular disease, and diabetes. However, the time-consuming and …

Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea–hypopnoea syndrome diagnosis

F Vaquerizo-Villar, D Álvarez… - Physiological …, 2018 - iopscience.iop.org
Objective: To evaluate whether detrended fluctuation analysis (DFA) provides information
that improves the diagnostic ability of the oximetry signal in the diagnosis of paediatric sleep …

Sensorimotor cortical activity during respiratory arousals in obstructive sleep apnea

K Bahr-Hamm, N Koirala, M Hanif, H Gouveris… - International Journal of …, 2022 - mdpi.com
Intensity of respiratory cortical arousals (RCA) is a pathophysiologic trait in obstructive sleep
apnea (OSA) patients. We investigated the brain oscillatory features related to respiratory …

The Respiratory Fluctuation Index: A global metric of nasal airflow or thoracoabdominal wall movement time series to diagnose obstructive sleep apnea

FT Wang, MH Hsu, SC Fang, LL Chuang… - … Signal Processing and …, 2019 - Elsevier
Polysomnography (PSG) recordings provide comprehensive physiological data to diagnose
obstructive sleep apnea (OSA), a common breathing disorder. OSA severity is usually …

Respiratory resistance and reactance in adults with sickle cell anemia: correlation with functional exercise capacity and diagnostic use

CL Marinho, MCP Maioli, JLM do Amaral, AJ Lopes… - PLoS …, 2017 - journals.plos.org
Background The improvement in sickle cell anemia (SCA) care resulted in the emergence of
a large population of adults living with this disease. The mechanisms of lung injury in this …