Detection of sleep apnea using deep neural networks and single-lead ECG signals

A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network

(2021) S. M. Isuru Niroshana et al.   PLoS One

Obstructive sleep apnea screening from unprocessed ECG signals using statistical modelling

(2021) Maryam Faal et al.   Biomedical Signal Processing and Control

Automatic classification of apnea and normal subjects using new features extracted from HRV and ECG-derived respiration signals

(2020) Asghar Zarei et al.   Biomedical Signal Processing and Control

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

Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals

(2020) R.E. Rolon et al.   Biomedical Signal Processing and Control

Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification

(2020) Amirreza Mahbod et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

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

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

Application of intrinsic band function technique for automated detection of sleep apnea using HRV and EDR signals

(2018) R.K. Tripathy   Biocybernetics and Biomedical Engineering

Application of an optimal class of antisymmetric wavelet filter banks for obstructive sleep apnea diagnosis using ECG signals

(2018) Manish Sharma et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Real-time apnea-hypopnea event detection during sleep by convolutional neural networks

(2018) Sang Ho Choi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy based Features from Single-Lead ECG Signal

(2018) Asghar Zarei et al.   IEEE Journal of Biomedical and Health Informatics

Integer Convolutional Neural Network for Seizure Detection

(2018) Nhan Duy Truong et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

(2018) Huy Phan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Computer-aided obstructive sleep apnea screening from single-lead electrocardiogram using statistical and spectral features and bootstrap aggregating

(2016) Ahnaf Rashik Hassan et al.   Biocybernetics and Biomedical Engineering

Computer-aided obstructive sleep apnea detection using normal inverse Gaussian parameters and adaptive boosting

(2016) Ahnaf Rashik Hassan   Biomedical Signal Processing and Control

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

An Automatic Screening Approach for Obstructive Sleep Apnea Diagnosis Based on Single-Lead Electrocardiogram

(2015) Lili Chen et al.   IEEE Transactions on Automation Science and Engineering

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

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

Obstructive sleep apnea detection using spectrum and bispectrum analysis of single-lead ECG signal

(2015) Roozbeh Atri et al.   PHYSIOLOGICAL MEASUREMENT

An adaptive backpropagation neural network for arrhythmia classification using R-R interval signal

(2014) M. A. Babak et al.   Neural Network World

An Online Sleep Apnea Detection Method Based on Recurrence Quantification Analysis

(2014) Hoa Dinh Nguyen et al.   IEEE Journal of Biomedical and Health Informatics

Automatic detection and quantification of sleep apnea using heart rate variability

(2010) Saeed Babaeizadeh et al.   JOURNAL OF ELECTROCARDIOLOGY

Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead

(2009) M.O. Mendez et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Detection of apneic events from single channel nasal airflow using 2nd derivative method

(2008) Jonghee Han et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome From ECG Recordings

(2008) A.H. Khandoker et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE