Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study

Heart Rate Variability during Wakefulness as a Marker of Obstructive Sleep Apnea Severity

(2021) Hua Qin et al.   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 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

Detection of Sleep Apnea from Single-Lead ECG Signal Using a Time Window Artificial Neural Network

(2019) Tao Wang et al.   Biomed Research International

Application of intrinsic band function technique for automated detection of sleep apnea using HRV and EDR signals

(2018) R.K. Tripathy   Biocybernetics and Biomedical Engineering

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

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

Aggregation of neural classifiers using Choquet integral with respect to a fuzzy measure

(2018) Andre G.C. Pacheco et al.   NEUROCOMPUTING

Convolutional neural networks for time series classification

(2017) Bendong Zhao et al.   Journal of Systems Engineering and Electronics

Computer-aided obstructive sleep apnea detection using normal inverse Gaussian parameters and adaptive boosting

(2016) Ahnaf Rashik Hassan   Biomedical Signal Processing and Control

An Online Sleep Apnea Detection Method Based on Recurrence Quantification Analysis

(2014) Hoa Dinh Nguyen et al.   IEEE Journal of Biomedical and Health Informatics

Ensemble Gaussian mixture models for probability density estimation

(2012) Michael Glodek et al.   COMPUTATIONAL STATISTICS

Real-Time Sleep Apnea Detection by Classifier Combination

(2012) B. Xie et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Evaluation of the performance of using mean absolute amplitude analysis of thoracic and abdominal signals for immediate indication of sleep apnoea events

(2008) Alice SL Ng et al.   JOURNAL OF CLINICAL NURSING

Epidemiology, Risk Factors, and Consequences of Obstructive Sleep Apnea and Short Sleep Duration

(2008) Nabil M. Al Lawati et al.   PROGRESS IN CARDIOVASCULAR DISEASES