Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review
Sleep apnea (SA) is a common sleep disorder that is not easy to detect. Recent studies have
highlighted ECG analysis as an effective method of diagnosing SA. Because the changes …
highlighted ECG analysis as an effective method of diagnosing SA. Because the changes …
The prevalence of cardiac autonomic neuropathy in prediabetes: a systematic review
A Eleftheriadou, S Williams, S Nevitt, E Brown… - Diabetologia, 2021 - Springer
Aims/hypothesis Cardiac autonomic neuropathy (CAN) is independently associated with
silent myocardial ischaemia, major cardiovascular events, myocardial dysfunction and …
silent myocardial ischaemia, major cardiovascular events, myocardial dysfunction and …
Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network
Q Yang, L Zou, K Wei, G Liu - Computers in biology and medicine, 2022 - Elsevier
Obstructive sleep apnea (OSA), which has high morbidity and complications, is diagnosed
via polysomnography (PSG). However, this method is expensive, time-consuming, and …
via polysomnography (PSG). However, this method is expensive, time-consuming, and …
Pulse wave amplitude drops index: a biomarker of cardiovascular risk in obstructive sleep apnea
G Solelhac, M Sánchez-de-la-Torre… - American journal of …, 2023 - atsjournals.org
Rationale: It is currently unclear which patients with obstructive sleep apnea (OSA) are at
increased cardiovascular risk. Objective: To investigate the value of pulse wave amplitude …
increased cardiovascular risk. Objective: To investigate the value of pulse wave amplitude …
Heart rate variability during wakefulness as a marker of obstructive sleep apnea severity
Abstract Study Objectives Patients with obstructive sleep apnea (OSA) exhibit
heterogeneous heart rate variability (HRV) during wakefulness and sleep. We investigated …
heterogeneous heart rate variability (HRV) during wakefulness and sleep. We investigated …
The different facets of heart rate variability in obstructive sleep apnea
H Qin, N Steenbergen, M Glos, N Wessel… - Frontiers in …, 2021 - frontiersin.org
Obstructive sleep apnea (OSA), a heterogeneous and multifactorial sleep related breathing
disorder with high prevalence, is a recognized risk factor for cardiovascular morbidity and …
disorder with high prevalence, is a recognized risk factor for cardiovascular morbidity and …
Anti-CASPR2 clinical phenotypes correlate with HLA and immunological features
S Muñiz-Castrillo, B Joubert, MH Elsensohn… - Journal of Neurology …, 2020 - jnnp.bmj.com
Objective Antibodies against contactin-associated protein-like 2 (CASPR2-Abs) have been
described in acquired neuromyotonia, limbic encephalitis (LE) and Morvan syndrome (MoS) …
described in acquired neuromyotonia, limbic encephalitis (LE) and Morvan syndrome (MoS) …
Obstructive sleep apnea detection scheme based on manually generated features and parallel heterogeneous deep learning model under IoMT
Obstructive sleep apnea (OSA) syndrome is a common sleep disorder and a key cause of
cardiovascular and cerebrovascular diseases that seriously affect the lives and health of …
cardiovascular and cerebrovascular diseases that seriously affect the lives and health of …
The novel approach of temporal dependency complexity analysis of heart rate variability in obstructive sleep apnea
L Tang, G Liu - Computers in Biology and Medicine, 2021 - Elsevier
Obstructive sleep apnea (OSA) is a serious sleep disorder, which leads to changes in
autonomic nerve function and increases the risk of cardiovascular disease. Heart rate …
autonomic nerve function and increases the risk of cardiovascular disease. Heart rate …
Obstructive sleep apnea, intermittent hypoxia and non-alcoholic fatty liver disease
Y Ji, Y Liang, JCW Mak, MSM Ip - Sleep Medicine, 2022 - Elsevier
With the current epidemic of obesity worldwide, the prevalence of various obesity-related
diseases is constantly increasing. Obesity remains the strongest phenotypic risk factor in …
diseases is constantly increasing. Obesity remains the strongest phenotypic risk factor in …