A novel algorithm for the automatic detection of sleep apnea from single-lead ECG

C Varon, A Caicedo, D Testelmans… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
… for the automatic detection of sleep apnea from single-lead ECG. Methods: It uses two novel
features derived from the ECG, and two well-known features in heart rate variability analysis…

Automatic detection of respiration rate from ambulatory single-lead ECG

J Boyle, N Bidargaddi, A Sarela… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
… practice to detect abnormal electrical behavior of the heart during … ECG systems for stress
testing. We compared six respiratory measures derived from a single-lead portable ECG

Automatic detection of the R peaks in single-lead ECG signal

P Sabherwal, M Agrawal, L Singh - Circuits, Systems, and Signal …, 2017 - Springer
Detection of the R peak is a challenging … ECG signal in inter- and intrasubject. In this paper,
an effective and novel algorithm for the accurate detection of R peaks in the single-lead ECG

Automatic detection of obstructive sleep apnea using wavelet transform and entropy-based features from single-lead ECG signal

A Zarei, BM Asl - IEEE journal of biomedical and health …, 2018 - ieeexplore.ieee.org
… of electrocardiogram (ECG) signals for OSA detection. In this paper, a novel automatic OSA
detection method using a single-lead ECG … obtained by an ECG signal decomposition is …

An automated detection of atrial fibrillation from singlelead ECG using HRV features and machine learning

AS Udawat, P Singh - Journal of Electrocardiology, 2022 - Elsevier
… We propose an algorithm for the automatic detection of AF using RR intervals. Here, we
extract various time-domain, … 1 shows the idea behind the methodology used in this study. …

Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database

P Laguna, R Jané, P Caminal - Computers and biomedical research, 1994 - Elsevier
… of beat i in lead j obtained by the single-lead detectors (Fig. 1), we apply a multilead QRS
detection rule to consider as QRS complexes in each lead only those whose positions do not …

Automated detection of obstructive sleep apnea events from a single-lead electrocardiogram using a convolutional neural network

E Urtnasan, JU Park, EY Joo, KJ Lee - Journal of medical systems, 2018 - Springer
… signals with single-channel vital signs [27], as multidimensional arrays. In this study, we
propose a method for the automated detection of OSA from a single-lead ECG signal using a …

Automatic detection of atrial fibrillation from single-lead ECG using deep learning of the cardiac cycle

A Dubatovka, JM Buhmann - BME frontiers, 2022 - spj.science.org
… By considering ECGs on two levels and employing DNNs for modelling of cardiac cycles,
this work presents a method for reliable detection of AF from single-lead ECGs. 1. Introduction …

An expert system for automated identification of obstructive sleep apnea from single-lead ECG using random under sampling boosting

AR Hassan, MA Haque - Neurocomputing, 2017 - Elsevier
… In this work, an automatic OSA screening scheme using single-lead ECG signals has been
proposed. Experimental outcomes manifest that statistical moment based features in the …

Automatic detection of sleep apnea from single-lead ECG signal using enhanced-deep belief network model

PK Tyagi, D Agrawal - Biomedical Signal Processing and Control, 2023 - Elsevier
… for automatic SLA detection using a ead ECG signal has been proposed. For identification
have been derived from the RRI data signal of the ECG signal. In this study, the application of …