A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry

Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children

(2021) Verónica Barroso-García et al.   SENSORS

Neural network analysis of nocturnal SpO2 signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease

(2021) Akseli Leino et al.   SLEEP MEDICINE

Deep Learning for Diagnosis and Classification of Obstructive Sleep Apnea: A Nasal Airflow-Based Multi-Resolution Residual Network

(2021) Huijun Yue et al.   Nature and Science of Sleep

SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals

(2021) Fazla Rabbi Mashrur et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

(2021) Fernando Vaquerizo-Villar et al.   IEEE Journal of Biomedical and Health Informatics

Detection of sleep apnea using deep neural networks and single-lead ECG signals

(2021) Asghar Zarei et al.   Biomedical Signal Processing and Control

Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network

(2021) Quanan Yang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Apnea Detection in Polysomnographic Recordings Using Machine Learning Techniques

(2021) Marek Piorecky et al.   Diagnostics

Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost

(2020) Jorge Jiménez-García et al.   Entropy

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

(2020) Hisham ElMoaqet et al.   SENSORS

Greedy based convolutional neural network optimization for detecting apnea

(2020) Sheikh Shanawaz Mostafa et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis

(2020) Verónica Barroso-García et al.   COMPUTERS IN BIOLOGY AND 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

Towards Patient-centered Diagnosis of Pediatric Obstructive Sleep Apnea—A Review of Biomedical Engineering Strategies

(2019) Dylan Bertoni et al.   Expert Review of Medical Devices

A Systematic Review of Detecting Sleep Apnea Using Deep Learning

(2019) Mostafa et al.   SENSORS

Artificial neural network analysis of the oxygen saturation signal enables accurate diagnostics of sleep apnea

(2019) Sami Nikkonen et al.   Scientific Reports

Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis

(2019) Verónica Barroso-García et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep learning for healthcare applications based on physiological signals: A review

(2018) Oliver Faust et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

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

OUP accepted manuscript

(2018)   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Symbolic dynamics to enhance diagnostic ability of portable oximetry from the phone oximeter in the detection of paediatric sleep apnoea

(2018) Daniel Álvarez et al.   PHYSIOLOGICAL MEASUREMENT

Pediatric pulse oximetry-based OSA screening at different thresholds of the apnea-hypopnea index with an expression of uncertainty for inconclusive classifications

(2018) Ainara Garde et al.   SLEEP MEDICINE

Cloud Algorithm-Driven Oximetry-Based Diagnosis of Obstructive Sleep Apnea in Symptomatic Habitually-Snoring Children

(2018) Zhifei Xu et al.   EUROPEAN RESPIRATORY JOURNAL

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

A simple diagnostic scale based on the analysis and screening of clinical parameters in paediatric obstructive sleep apnoea hypopnea syndrome

(2017) D Wu et al.   JOURNAL OF LARYNGOLOGY AND OTOLOGY

How do we recognize the child with OSAS?

(2016) Koen F. Joosten et al.   PEDIATRIC PULMONOLOGY

Pediatric Home Sleep Apnea Testing

(2015) Hui-Leng Tan et al.   CHEST

Deep learning

(2015) Yann LeCun et al.   NATURE

Development of a Screening Tool for Sleep Disordered Breathing in Children Using the Phone Oximeter™

(2014) Ainara Garde et al.   PLoS One

Overnight Polysomnography versus Respiratory Polygraphy in the Diagnosis of Pediatric Obstructive Sleep Apnea

(2014) Hui-Leng Tan et al.   SLEEP

A Randomized Trial of Adenotonsillectomy for Childhood Sleep Apnea

(2013) Carole L. Marcus et al.   NEW ENGLAND JOURNAL OF MEDICINE

Diagnosis and Management of Childhood Obstructive Sleep Apnea Syndrome

(2012) C. L. Marcus et al.   PEDIATRICS

The Childhood Adenotonsillectomy Trial (CHAT): Rationale, Design, and Challenges of a Randomized Controlled Trial Evaluating a Standard Surgical Procedure in a Pediatric Population

(2011) Susan Redline et al.   SLEEP