[HTML][HTML] Sleep diagnostics for home monitoring of sleep apnea patients
D Huysmans, P Borzée, B Buyse… - Frontiers in digital …, 2021 - frontiersin.org
Objectives: Sleep time information is essential for monitoring of obstructive sleep apnea
(OSA), as the severity assessment depends on the number of breathing disturbances per …
(OSA), as the severity assessment depends on the number of breathing disturbances per …
[HTML][HTML] An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea
Automatic deep-learning models used for sleep scoring in children with obstructive sleep
apnea (OSA) are perceived as black boxes, limiting their implementation in clinical settings …
apnea (OSA) are perceived as black boxes, limiting their implementation in clinical settings …
Correction to: Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection
Correction to: Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea
Detection | Journal of Signal Processing Systems skip to main content ACM Digital Library …
Detection | Journal of Signal Processing Systems skip to main content ACM Digital Library …
Wavelet transform and deep learning-based obstructive sleep apnea detection from single-lead ECG signals
Y Lin, H Zhang, W Wu, X Gao, F Chao, J Lin - Physical and Engineering …, 2024 - Springer
Sleep apnea is a common sleep disorder. Traditional testing and diagnosis heavily rely on
the expertise of physicians, as well as analysis and statistical interpretation of extensive …
the expertise of physicians, as well as analysis and statistical interpretation of extensive …
[PDF][PDF] EEG Feature Engineering for Machine Learning-Based CPAP Titration Optimization in Obstructive Sleep Apnea
M Student - 2023 - koreascience.kr
Obstructive sleep apnea (OSA) is one of the most prevalent sleep disorders that can lead to
serious consequences, including hypertension and/or cardiovascular diseases, if not treated …
serious consequences, including hypertension and/or cardiovascular diseases, if not treated …
Sleep Apnea Detection from Single-Lead ECG A Comprehensive Analysis of Machine Learning and Deep Learning Algorithms
P Akash, M Ranjani - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Sleep apnea is portrayed by successive episodes in which the wind stream to the lungs is
diminished or halted for over ten seconds. A crucial first step in selecting the most effective …
diminished or halted for over ten seconds. A crucial first step in selecting the most effective …
Detection of sleep apnea from single-lead ECG: Comparison of deep learning algorithms
M Bahrami, M Forouzanfar - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Apnea is a prevalent sleep disorder which has detrimental impacts on human health and
quality of life. Accurate automatic algorithms for the detection of sleep apnea are needed for …
quality of life. Accurate automatic algorithms for the detection of sleep apnea are needed for …
Deep learning of sleep apnea-hypopnea events for accurate classification of obstructive sleep apnea and determination of clinical severity
Abstract Background/Objective: Automatic apnea/hypopnea events classification, crucial for
clinical applications, often faces challenges, particularly in hypopnea detection. This study …
clinical applications, often faces challenges, particularly in hypopnea detection. This study …
Sleep Stage Classification and Disorder Prediction Using Simple Sensors and End-to-end Trainable Deep Neural Networks
최익수 - 2023 - s-space.snu.ac.kr
Sleep is essential for both physical and psychological health, as poor sleep quality can
potentially undermine cognitive abilities, learning, memory, and even lead to depression …
potentially undermine cognitive abilities, learning, memory, and even lead to depression …
1D Convolutional Neural Network for Obstructive Sleep Apnea Detection
A Bhongade, R Gupta… - 2023 IEEE 20th India …, 2023 - ieeexplore.ieee.org
Obstructive sleep apnea (OSA) is a condition that influences many people and is determined
by events of reduced respiratory airflow during sleep. However, electrocardiogram (ECG) …
by events of reduced respiratory airflow during sleep. However, electrocardiogram (ECG) …