Optimal classifier for detection of obstructive sleep apnea using a heartbeat signal
E Urtnasan, JU Park, SY Lee, KJ Lee - International Journal of Fuzzy …, 2017 - dbpia.co.kr
This study is to find the optimum classifier that can be easy and robust diagnostic method of
the obstructive sleep apnea (OSA) using a heartbeat signal. The heartbeat signal was …
the obstructive sleep apnea (OSA) using a heartbeat signal. The heartbeat signal was …
[PDF][PDF] 基于LSTM-CNN 的睡眠呼吸暂停与低通气事件实时检测算法研究
余辉, 王硕, 李心蕊, 邓晨阳, 孙敬来… - 中国生物医学工程 …, 2020 - cjbme.csbme.org
睡眠呼吸暂停与低通气综合征(SAHS) 严重影响睡眠质量ꎬ 是一种潜在的致死性呼吸疾病ꎮ
为了兼顾对睡眠呼吸暂停与低通气(AH) 事件检测的准确率与时间分辨率ꎬ 提出一种长短时记忆 …
为了兼顾对睡眠呼吸暂停与低通气(AH) 事件检测的准确率与时间分辨率ꎬ 提出一种长短时记忆 …
An overview of health monitoring systems for arrhythmia patients
S Kerdoudi, L Guezouli, T Dilekh - International Symposium on Modelling …, 2022 - Springer
Cardiac rhythm disorders (arrhythmias) are one of the leading causes of death worldwide.
Therefore, the detection and classification of arrhythmias are essential for diagnosing …
Therefore, the detection and classification of arrhythmias are essential for diagnosing …
Ecg and heart rate variability in sleep-related breathing disorders
H Qin, F Vaquerizo-Villar, N Steenbergen… - Advances in the …, 2022 - Springer
Here we discuss the current perspectives of comprehensive heart rate variability (HRV)
analysis in electrocardiogram (ECG) signals as a non-invasive and reliable measure to …
analysis in electrocardiogram (ECG) signals as a non-invasive and reliable measure to …
Automatic Obstructive Sleep Apnea Identification Using First Order Statistics Features of Electrocardiogram and Machine Learning
Abstract Obstructive Sleep Apnea (OSA), or cessation of breathing during sleep, is caused
by a blocked upper airway. OSA is one of the causes of sudden death caused by heart …
by a blocked upper airway. OSA is one of the causes of sudden death caused by heart …
Auditory rhythm complexity affects cardiac dynamics during perception and production
Perception and production of auditory rhythms are key capacities for human behaviors such
as speech and music. Auditory rhythms in music range in the complexity of successive tone …
as speech and music. Auditory rhythms in music range in the complexity of successive tone …
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) …
Comparison of Machine Learning and Deep Learning Methods Based on Recurrence Analysis for Obstructive Sleep Apnea Detection
D Padovano, A Martinez-Rodrigo… - 2023 Computing in …, 2023 - ieeexplore.ieee.org
Obstructive sleep apnea (OSA) is a substantial health risk often associated with severe
cardiovascular diseases, yet it frequently goes undiagnosed by the prohibitive cost of gold …
cardiovascular diseases, yet it frequently goes undiagnosed by the prohibitive cost of gold …
Screening of cardiac disease based on integrated modeling of heart rate variability
S Chen, L Chen, X Zhang, Z Yang - Biomedical Signal Processing and …, 2021 - Elsevier
Background: Cardiac diseases due to the disorder of the sympathetic nervous system and
the parasympathetic nervous system are the leading causes for an estimated 17.9 million …
the parasympathetic nervous system are the leading causes for an estimated 17.9 million …
A Sleep Apnea Detection Methodology Based on SE-ResNeXt Model Using Single-Lead ECG
Sleep apnea (SA) is considered one of the most dangerous sleep disorders. That happens
when a person is sleeping, his or her breathing repeatedly stops and starts. In order to …
when a person is sleeping, his or her breathing repeatedly stops and starts. In order to …