Apnea Detection in Polysomnographic Recordings Using Machine Learning Techniques

Classification of sleep apnea based on EEG sub-band signal characteristics

(2021) Xiaoyun Zhao et al.   Scientific Reports

Accelerometry-derived respiratory index estimating apnea-hypopnea index for sleep apnea screening

(2021) Aurélien Bricout et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Diagnosis of Obstructive Sleep Apnea from ECG Signals Using Machine Learning and Deep Learning Classifiers

(2021) Alaa Sheta et al.   Applied Sciences-Basel

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

Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition

(2020) Yucel Cimtay et al.   SENSORS

Validation of novel automatic ultra-wideband radar for sleep apnea detection

(2020) Yong Zhou et al.   Journal of Thoracic Disease

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

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

(2020) Hisham ElMoaqet et al.   SENSORS

An Intelligent Sleep Apnea Classification System Based on EEG Signals

(2019) V. Vimala et al.   JOURNAL OF MEDICAL SYSTEMS

Deep Learning in the Biomedical Applications: Recent and Future Status

(2019) Ryad Zemouri et al.   Applied Sciences-Basel

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

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

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

Sleep Apnea Detection from Single-Lead ECG Using Features Based on ECG-Derived Respiration (EDR) Signals

(2018) P. Janbakhshi et al.   IRBM

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

OUP accepted manuscript

(2018)   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

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

Ten quick tips for machine learning in computational biology

(2017) Davide Chicco   BioData Mining

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

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

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

Automatic detection of sleep apnea based on EEG detrended fluctuation analysis and support vector machine

(2015) Jing Zhou et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

The Role of Sleep and Sleep Disorders in the Development, Diagnosis, and Management of Neurocognitive Disorders

(2015) Michelle A. Miller   Frontiers in Neurology

Prevalence of Sleep Disturbances in Mild Cognitive Impairment and Dementing Disorders: A Multicenter Italian Clinical Cross-Sectional Study on 431 Patients

(2012) B. Guarnieri et al.   DEMENTIA AND GERIATRIC COGNITIVE DISORDERS

Neurocognitive Dysfunction Associated With Sleep Quality and Sleep Apnea in Patients With Mild Cognitive Impairment

(2010) Seong Jae Kim et al.   AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY

Apnea MedAssist: Real-time Sleep Apnea Monitor Using Single-Lead ECG

(2010) Majdi Bsoul et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead

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