A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow
Authors
Keywords
-
Journal
Scientific Reports
Volume 10, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-03-24
DOI
10.1038/s41598-020-62223-4
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Obstructive sleep apnea and nocturnal hypoxemia are associated with an increased risk of lung cancer
- (2019) Luis Miguel Seijo et al. 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
- Real-Time Automatic Apneic Event Detection Using Nocturnal Pulse Oximetry
- (2018) Da Woon Jung et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Nocturnal hypoxemic burden is associated with epicardial fat volume in patients with acute myocardial infarction
- (2018) Dominik Linz et al. Sleep and Breathing
- Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity from at-Home Oximetry Recordings
- (2018) Gonzalo Cesar Gutierrez-Tobal et al. IEEE Journal of Biomedical and Health Informatics
- Oximetry use in obstructive sleep apnea
- (2018) Félix del Campo et al. Expert Review of Respiratory Medicine
- OUP accepted manuscript
- (2018) EUROPEAN HEART JOURNAL
- Cloud Algorithm-Driven Oximetry-Based Diagnosis of Obstructive Sleep Apnea in Symptomatic Habitually-Snoring Children
- (2018) Zhifei Xu et al. EUROPEAN RESPIRATORY JOURNAL
- 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
- Assessment of automated analysis of portable oximetry as a screening test for moderate-to-severe sleep apnea in patients with chronic obstructive pulmonary disease
- (2017) Ana M. Andrés-Blanco et al. PLoS One
- The Utility of Single-Channel Nasal Airflow Pressure Transducer in the Diagnosis Of OSA at Home
- (2017) Lydia Makarie Rofail et al. SLEEP
- Comparison between a Single-Channel Nasal Airflow Device and Oximetry for the Diagnosis of Obstructive Sleep Apnea
- (2017) Lydia Makarie Rofail et al. SLEEP
- A randomized controlled trial of an ambulatory approach versus the hospital-based approach in managing suspected obstructive sleep apnea syndrome
- (2017) David S. Hui et al. Scientific Reports
- 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
- Diagnostic accuracy of a mathematical model to predict apnea–hypopnea index using nighttime pulse oximetry
- (2016) Matthew R. Ebben et al. JOURNAL OF BIOMEDICAL OPTICS
- A flexible proximity sensor formed by duplex screen/screen-offset printing and its application to non-contact detection of human breathing
- (2016) Ken-ichi Nomura et al. Scientific Reports
- Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients’ home
- (2015) Gonzalo C. Gutiérrez-Tobal et al. Biomedical Signal Processing and Control
- Misclassification of OSA Severity With Automated Scoring of Home Sleep Recordings
- (2015) R. Nisha Aurora et al. CHEST
- A Comprehensive Evaluation of a Two-Channel Portable Monitor to “Rule in” Obstructive Sleep Apnea
- (2015) Kim L. Ward et al. Journal of Clinical Sleep Medicine
- STARD 2015: An Updated List of Essential Items for Reporting Diagnostic Accuracy Studies
- (2015) Patrick M. Bossuyt et al. RADIOLOGY
- Comparison between home and hospital set-up for unattended home-based polysomnography: a prospective randomized study
- (2015) Marie Bruyneel et al. SLEEP MEDICINE
- Obstructive sleep apnoea syndrome
- (2015) Patrick Lévy et al. Nature Reviews Disease Primers
- Screening of obstructive sleep apnea with empirical mode decomposition of pulse oximetry
- (2014) Gastón Schlotthauer et al. MEDICAL ENGINEERING & PHYSICS
- Increased Prevalence of Sleep-Disordered Breathing in Adults
- (2013) P. E. Peppard et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- The economic impact of obstructive sleep apnea
- (2013) Ariel Tarasiuk et al. CURRENT OPINION IN PULMONARY MEDICINE
- ASSESSMENT OF FEATURE SELECTION AND CLASSIFICATION APPROACHES TO ENHANCE INFORMATION FROM OVERNIGHT OXIMETRY IN THE CONTEXT OF APNEA DIAGNOSIS
- (2013) DANIEL ÁLVAREZ et al. International Journal of Neural Systems
- Evaluation of a Single-Channel Nasal Pressure Device to Assess Obstructive Sleep Apnea Risk in Laboratory and Home Environments
- (2013) Kate E. Crowley et al. Journal of Clinical Sleep Medicine
- 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
- Oxygen Desaturation Index from Nocturnal Oximetry
- (2012) Frances Chung et al. ANESTHESIA AND ANALGESIA
- 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
- A Multisite Randomized Trial of Portable Sleep Studies and Positive Airway Pressure Autotitration Versus Laboratory-Based Polysomnography for the Diagnosis and Treatment of Obstructive Sleep Apnea: The HomePAP Study
- (2012) Carol L. Rosen et al. SLEEP
- Noninferiority of Functional Outcome in Ambulatory Management of Obstructive Sleep Apnea
- (2011) Samuel T. Kuna et al. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings
- (2011) J. V. Marcos et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Obstructive Sleep Apnea Devices for Out-Of-Center (OOC) Testing: Technology Evaluation
- (2011) Nancy A. Collop et al. Journal of Clinical Sleep Medicine
- Evaluation of a Single-Channel Portable Monitor for the Diagnosis of Obstructive Sleep Apnea
- (2011) Journal of Clinical Sleep Medicine
- Feature selection from nocturnal oximetry using genetic algorithms to assist in obstructive sleep apnoea diagnosis
- (2011) Daniel Álvarez et al. MEDICAL ENGINEERING & PHYSICS
- A simplified model of screening questionnaire and home monitoring for obstructive sleep apnoea in primary care
- (2011) C. L. Chai-Coetzer et al. THORAX
- Diagnostic accuracy of a questionnaire and simple home monitoring device in detecting obstructive sleep apnoea in a Chinese population at high cardiovascular risk
- (2010) Dashiell GANTNER et al. RESPIROLOGY
- Diagnosis of Obstructive Sleep Apnea Syndrome and Its Outcomes With Home Portable Monitoring
- (2009) Ana Claudia Tonelli de Oliveira et al. CHEST
- Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings
- (2009) Ahsan H. Khandoker et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Validation of a single-channel airflow monitor for screening of sleep-disordered breathing
- (2008) H. Nakano et al. EUROPEAN RESPIRATORY JOURNAL
- 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
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now