End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks

Using CNN with Bayesian optimization to identify cerebral micro-bleeds

(2020) Piyush Doke et al.   MACHINE VISION AND APPLICATIONS

Automatic Detection and Counting of Lymphocytes from Immunohistochemistry Cancer Images Using Deep Learning

(2020) I. Keren Evangeline et al.   Journal of Medical and Biological Engineering

Multiclass Classification of Spatially Filtered Motor Imagery EEG Signals Using Convolutional Neural Network for BCI Based Applications

(2020) Nijisha Shajil et al.   Journal of Medical and Biological Engineering

A New Algorithm to Score Apnea/Hypopnea Events based on Respiratory Effort Signal and Oximeter Sensors

(2020) Carlos Rubén Dell’Aquila et al.   Journal of Medical and Biological Engineering

Improving the Diagnostic Ability of the Sleep Apnea Screening System Based on Oximetry by Using Physical Activity Data

(2020) Cheng-Han Wu et al.   Journal of Medical and Biological Engineering

Clinical evaluation and diagnostic yield following evaluation of abnormal pulse detected using Apple Watch

(2020) Kirk D Wyatt et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Detecting sleep apnoea syndrome in primary care with screening questionnaires and the Epworth sleepiness scale

(2019) Chamara V Senaratna et al.   MEDICAL JOURNAL OF AUSTRALIA

Association of Positive Airway Pressure Prescription With Mortality in Patients With Obesity and Severe Obstructive Sleep Apnea

(2019) Quentin Lisan et al.   JAMA Otolaryngology-Head & Neck Surgery

Towards an accurate sleep apnea detection based on ECG signal: The quintessential of a wise feature selection

(2019) André Pinho et al.   APPLIED SOFT COMPUTING

A RR interval based automated apnea detection approach using residual network

(2019) Lei Wang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Sleep apnea detection from a single-lead ECG signal with automatic feature-extraction through a modified LeNet-5 convolutional neural network

(2019) Tao Wang et al.   PeerJ

Heartbeat classification using deep residual convolutional neural network from 2-lead electrocardiogram

(2019) Zhi Li et al.   JOURNAL OF ELECTROCARDIOLOGY

Analyses of the Complexity of Patients Undergoing Attended Polysomnography in the Era of Home Sleep Apnea Tests

(2018) Brendon Colaco et al.   Journal of Clinical Sleep Medicine

Convolutional Neural Networks for Electrocardiogram Classification

(2018) Mohamad M. Al Rahhal et al.   Journal of Medical and Biological Engineering

Obstructive sleep apnea detection using ecg-sensor with convolutional neural networks

(2018) Xiaowei Wang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A Review of Obstructive Sleep Apnea Detection Approaches

(2018) Fabio Mendonca et al.   IEEE Journal of Biomedical and Health Informatics

Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy based Features from Single-Lead ECG Signal

(2018) Asghar Zarei et al.   IEEE Journal of Biomedical and Health Informatics

Impact of Sleep-Disordered Breathing Treatment on Quality of Life Measures in a Large Clinic-Based Cohort

(2017) Harneet K. Walia et al.   Journal of Clinical Sleep Medicine

Prevalence of obstructive sleep apnea in the general population: A systematic review

(2017) Chamara V. Senaratna et al.   SLEEP MEDICINE REVIEWS

An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions

(2016) Hemant Sharma et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals

(2016) Changyue Song et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Mean apnea–hypopnea duration (but not apnea–hypopnea index) is associated with worse hypertension in patients with obstructive sleep apnea

(2016) Hao Wu et al.   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

The American Academy of Sleep Medicine Inter-scorer Reliability Program: Respiratory Events

(2014) Richard S. Rosenberg et al.   Journal of Clinical Sleep Medicine

Impairment Associated With Sleep Problems in the Community: Relationship to Physical and Mental Health Comorbidity

(2008) Murray B. Stein et al.   PSYCHOSOMATIC MEDICINE