Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals

Comparison of Apnea Detection Using Oronasal Thermal Airflow Sensor, Nasal Pressure Transducer, Respiratory Inductance Plethysmography and Tracheal Sound Sensor

(2019) AbdelKebir Sabil et al.   Journal of Clinical Sleep Medicine

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 Systematic Review of Detecting Sleep Apnea Using Deep Learning

(2019) Mostafa et al.   SENSORS

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

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

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

Sitcom-star-based clothing retrieval for video advertising: a deep learning framework

(2018) Haijun Zhang et al.   NEURAL COMPUTING & APPLICATIONS

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

OUP accepted manuscript

(2018)   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Automatic detection of sleep-disordered breathing events using recurrent neural networks from an electrocardiogram signal

(2018) Erdenebayar Urtnasan et al.   NEURAL COMPUTING & APPLICATIONS

Time domain characterization for sleep apnea in oronasal airflow signal: a dynamic threshold classification approach

(2018) Hisham ElMoaqet et al.   PHYSIOLOGICAL MEASUREMENT

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

(2018) Tom Van Steenkiste et al.   IEEE Journal of Biomedical and Health Informatics

Object-Level Video Advertising: An Optimization Framework

(2017) Haijun Zhang et al.   IEEE Transactions on Industrial Informatics

Sleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezoelectric Bands

(2017) Yin-Yan Lin et al.   IEEE Journal of Biomedical and Health Informatics

Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow

(2016) Gonzalo C. Gutierrez-Tobal et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Sleep apnea classification based on respiration signals by using ensemble methods

(2015) Cafer Avcı et al.   BIO-MEDICAL MATERIALS AND ENGINEERING

Automated Detection of Sleep Apnea and Hypopnea Events Based on Robust Airflow Envelope Tracking in the Presence of Breathing Artifacts

(2015) Marcin Ciolek et al.   IEEE Journal of Biomedical and Health Informatics

Real-Time Adaptive Apnea and Hypopnea Event Detection Methodology for Portable Sleep Apnea Monitoring Devices

(2013) Bijoy Laxmi Koley et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automatic detection of sleep apnea and hypopnea events from single channel measurement of respiration signal employing ensemble binary SVM classifiers

(2013) Bijoy Laxmi Koley et al.   MEASUREMENT

Pattern recognition in airflow recordings to assist in the sleep apnoea–hypopnoea syndrome diagnosis

(2013) Gonzalo C. Gutiérrez-Tobal et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Evaluation of the accuracy of manual and automatic scoring of a single airflow channel in patients with a high probability of obstructive sleep apnea

(2013) Ahmed S BaHammam et al.   MEDICAL SCIENCE MONITOR

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

Linear and nonlinear analysis of airflow recordings to help in sleep apnoea–hypopnoea syndrome diagnosis

(2012) G C Gutiérrez-Tobal et al.   PHYSIOLOGICAL MEASUREMENT

AASM Criteria for Scoring Respiratory Events: Interaction between Apnea Sensor and Hypopnea Definition

(2012) Andrew T. Thornton et al.   SLEEP

Validation of a Polyvinylidene Fluoride Impedance Sensor for Respiratory Event Classification during Polysomnography

(2011) Brian B. Koo et al.   Journal of Clinical Sleep Medicine

Respiratory-inductive-plethysmography-derived flow can be a useful clinical tool to detect patients with obstructive sleep apnea syndrome

(2011) Gee-Gwo Yang et al.   JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION

Nonlinear Features for Single-Channel Diagnosis of Sleep-Disordered Breathing Diseases

(2010) S I Rathnayake et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Comparison of the automatic analysis versus the manual scoring from ApneaLink™ device for the diagnosis of obstructive sleep apnoea syndrome

(2010) Carlos Alberto Nigro et al.   Sleep and Breathing

Obstructive Sleep Apnea as a Risk Factor for Type 2 Diabetes

(2009) Nader Botros et al.   AMERICAN JOURNAL OF MEDICINE

Diagnosis of Obstructive Sleep Apnea Syndrome and Its Outcomes With Home Portable Monitoring

(2009) Ana Claudia Tonelli de Oliveira et al.   CHEST

Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead

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

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

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

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

Sleep Apnea and Cardiovascular Disease

(2008) Virend K. Somers et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY