Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network

Highly Shared Convolutional Neural Networks

(2021) Yao Lu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks

(2021) Haifa Almutairi et al.   Biomedical Signal Processing and Control

SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals

(2021) Fazla Rabbi Mashrur et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study

(2021) Debadyuti Mukherjee et al.   SENSORS

FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection

(2021) Guanhua Ye et al.   IEEE Journal of Biomedical and Health Informatics

Deep learning models for electrocardiograms are susceptible to adversarial attack

(2020) Xintian Han et al.   NATURE MEDICINE

Detection of apnea events from ECG segments using Fourier decomposition method

(2020) Binish Fatimah et al.   Biomedical Signal Processing and Control

A Sleep Apnea Detection System Based on a One-Dimensional Deep Convolution Neural Network Model Using Single-Lead Electrocardiogram

(2020) Hung-Yu Chang et al.   SENSORS

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals

(2020) Oliver Faust et al.   KNOWLEDGE-BASED SYSTEMS

Regularity of heart rate fluctuations analysis in obstructive sleep apnea patients using information-based similarity

(2020) Shan Wu et al.   Biomedical Signal Processing and Control

Automated detection of sleep apnea using sparse residual entropy features with various dictionaries extracted from heart rate and EDR signals

(2019) ChS.S.S. Viswabhargav et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Obstructive Sleep Apnea in Adults

(2019) Sigrid C. Veasey et al.   NEW ENGLAND JOURNAL OF MEDICINE

A RR interval based automated apnea detection approach using residual network

(2019) Lei Wang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep learning approaches for automatic detection of sleep apnea events from an electrocardiogram

(2019) Urtnasan Erdenebayar et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A NOVEL APPROACH OSA DETECTION USING SINGLE-LEAD ECG SCALOGRAM BASED ON DEEP NEURAL NETWORK

(2019) SINAM AJITKUMAR SINGH et al.   Journal of Mechanics in Medicine and Biology

Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis

(2019) Adam V Benjafield et al.   Lancet Respiratory Medicine

Sleep apnea detection from a single-lead ECG signal with automatic feature-extraction through a modified LeNet-5 convolutional neural network

(2019) Tao Wang et al.   PeerJ

Obstructive sleep apnea syndrome and autonomic dysfunction

(2019) C. Lombardi et al.   AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL

Estimation of the apnea-hypopnea index in a heterogeneous sleep-disordered population using optimised cardiovascular features

(2019) Gabriele B. Papini et al.   Scientific Reports

Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors

(2018) Gregoire Surrel et al.   IEEE Transactions on Biomedical Circuits and Systems

Real-Time Automatic Apneic Event Detection Using Nocturnal Pulse Oximetry

(2018) Da Woon Jung et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal

(2018) Kunyang Li et al.   NEUROCOMPUTING

A Review of Obstructive Sleep Apnea Detection Approaches

(2018) Fabio Mendonca et al.   IEEE Journal of Biomedical and Health Informatics

Automatic Screening of Sleep Apnea Patients Based on the SpO $_{2}$ Signal

(2018) Margot Deviaene et al.   IEEE Journal of Biomedical and Health Informatics

Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea

(2018) Yifan Li et al.   IEEE Journal of Biomedical and Health Informatics

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline

(2017) Vishesh K. Kapur et al.   Journal of Clinical Sleep Medicine

Sleep Apnea

(2017) Shahrokh Javaheri et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

An expert system for automated identification of obstructive sleep apnea from single-lead ECG using random under sampling boosting

(2017) Ahnaf Rashik Hassan et al.   NEUROCOMPUTING

An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions

(2016) Hemant Sharma et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals

(2016) Changyue Song et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques

(2016) Muhammed Kürşad Uçar et al.   NEURAL COMPUTING & APPLICATIONS

An assessment of algorithms to estimate respiratory rate from the electrocardiogram and photoplethysmogram

(2016) Peter H Charlton et al.   PHYSIOLOGICAL MEASUREMENT

Hypertension and Sleep Apnea

(2015) John S. Floras   CANADIAN JOURNAL OF CARDIOLOGY

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

(2015) Carolina Varon et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Heart Rate Detrended Fluctuation Indexes as Estimate of Obstructive Sleep Apnea Severity

(2015) Eduardo Luiz Pereira da Silva et al.   MEDICINE

Probabilistic cardiac and respiratory based classification of sleep and apneic events in subjects with sleep apnea

(2015) T Willemen et al.   PHYSIOLOGICAL MEASUREMENT

Real-Time Sleep Apnea Detection by Classifier Combination

(2012) B. Xie et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Obstructive Sleep Apnea and Heart Failure

(2011) Takatoshi Kasai et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Obstructive Sleep Apnea–Hypopnea and Incident Stroke

(2010) Susan Redline et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE