A model for obstructive sleep apnea detection using a multi-layer feed-forward neural network based on electrocardiogram, pulse oxygen saturation, and body mass index

Correlation Between Oxygen Saturation and Pulse Tracing Patterns on Overnight Oximetry With Normal Desaturation Index Is an Independent Predictor of Obstructive Sleep Apnea

(2019) Nura Festic et al.   Journal of Clinical Sleep Medicine

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

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

A contemporary review of obstructive sleep apnea

(2019) Frank Ralls et al.   CURRENT OPINION IN PULMONARY 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

Cardiac parasympathetic index identifies subjects with adult obstructive sleep apnea: A simultaneous polysomnographic-heart rate variability study

(2018) Maria Salsone et al.   PLoS One

Devices for Home Detection of Obstructive Sleep Apnea: A Review

(2018) Fábio Mendonça et al.   SLEEP MEDICINE REVIEWS

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

A prediction model based on artificial neural networks for the diagnosis of obstructive sleep apnea

(2015) Harun Karamanli et al.   Sleep and Breathing

Kubios HRV – Heart rate variability analysis software

(2013) Mika P. Tarvainen et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automated Recognition of Obstructive Sleep Apnea Syndrome Using Support Vector Machine Classifier

(2012) H. M. Al-Angari et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Interrelationships between Body Mass, Oxygen Desaturation, and Apnea-Hypopnea Indices in a Sleep Clinic Population

(2011) Ivan T. Ling et al.   SLEEP

Artificial Apnea Classification with Quantitative Sleep EEG Synchronization

(2010) Mehmet Akṣahin et al.   JOURNAL OF MEDICAL SYSTEMS

Correlation between the Severity of Obstructive Sleep Apnea and Heart Rate Variability Indices

(2008) Doo-Heum Park et al.   JOURNAL OF KOREAN MEDICAL SCIENCE

Epidemiology of obstructive sleep apnea: a population-based perspective

(2008) Won Lee et al.   Expert Review of Respiratory Medicine