AIOSA: An approach to the automatic identification of obstructive sleep apnea events based on deep learning

Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta‐analysis

(2021) Gonzalo C. Gutiérrez‐Tobal et al.   PEDIATRIC PULMONOLOGY

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

Obstructive sleep apnea prediction from electrocardiogram scalograms and spectrograms using convolutional neural networks

(2021) Huseyin Nasifoglu et al.   PHYSIOLOGICAL MEASUREMENT

Detection of Abnormal Respiratory Events with Single Channel ECG and Hybrid Machine Learning Model in Patients with Obstructive Sleep Apnea

(2020) F. Bozkurt et al.   IRBM

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

Performance evaluation of the spectral autocorrelation function and autoregressive models for automated sleep apnea detection using single-lead ECG signal

(2020) Asghar Zarei et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A deep learning-based decision support system for diagnosis of osas using ptt signals

(2019) Seda Arslan Tuncer et al.   MEDICAL HYPOTHESES

Combining deep neural networks and engineered features for cardiac arrhythmia detection from ECG recordings

(2019) Shenda Hong et al.   PHYSIOLOGICAL MEASUREMENT

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

A Systematic Review of Detecting Sleep Apnea Using Deep Learning

(2019) Mostafa et al.   SENSORS

Automated Detection of Obstructive Sleep Apnea Events from a Single-Lead Electrocardiogram Using a Convolutional Neural Network

(2018) Erdenebayar Urtnasan et al.   JOURNAL OF MEDICAL SYSTEMS

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

CPAP as treatment of sleep apnea after stroke

(2018) Anne-Kathrin Brill et al.   NEUROLOGY

2018 Guidelines for the Early Management of Patients With Acute Ischemic Stroke: A Guideline for Healthcare Professionals From the American Heart Association/American Stroke Association

(2018) William J. Powers et al.   STROKE

A Review of Obstructive Sleep Apnea Detection Approaches

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

Study of association of severity of sleep disordered breathing and functional outcome in stroke patients

(2017) Rohit Kumar et al.   SLEEP MEDICINE

Prevalence of sleep apnea at the acute phase of ischemic stroke with or without thrombolysis

(2017) Jaana K. Huhtakangas et al.   SLEEP MEDICINE

Prevalence of obstructive sleep apnea in the general population: A systematic review

(2017) Chamara V. Senaratna et al.   SLEEP MEDICINE REVIEWS

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

Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection

(2015) Antonio Ravelo-García et al.   Entropy

Prevalence of sleep-disordered breathing in the general population: the HypnoLaus study

(2015) R Heinzer et al.   Lancet Respiratory Medicine

Obstructive Sleep Apnea and Serious Adverse Outcomes in Patients with Cardiovascular or Cerebrovascular Disease

(2015) Wuxiang Xie et al.   MEDICINE

An Updated Definition of Stroke for the 21st Century

(2013) Ralph L. Sacco et al.   STROKE

Real-Time Sleep Apnea Detection by Classifier Combination

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

Rules for Scoring Respiratory Events in Sleep: Update of the 2007 AASM Manual for the Scoring of Sleep and Associated Events

(2012) Richard B. Berry et al.   Journal of Clinical Sleep Medicine

Probabilistic neural network approach for the detection of SAHS from overnight pulse oximetry

(2012) Daniel Sánchez Morillo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Obstructive sleep apnoea and cardiovascular disease

(2012) Manuel Sánchez-de-la-Torre et al.   Lancet Respiratory Medicine

Feature selection from nocturnal oximetry using genetic algorithms to assist in obstructive sleep apnoea diagnosis

(2011) Daniel Álvarez et al.   MEDICAL ENGINEERING & PHYSICS

Automated Scoring of Obstructive Sleep Apnea and Hypopnea Events Using Short-Term Electrocardiogram Recordings

(2009) A.H. Khandoker et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY 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