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 …

Automated detection of shockable ECG signals: A review

M Hammad, RN Kandala, A Abdelatey, M Abdar… - Information …, 2021 - Elsevier
… developed to detect shockable ECG rhythm. Traditional machine … systems for shockable
ECG signal recognition, discussing … We recommend collecting large accessible ECG datasets …

Automated identification of myocardial infarction using harmonic phase distribution pattern of ECG data

D Sadhukhan, S Pal, M Mitra - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… Earlier, we have proposed the preliminarily level utility of the Fourier harmonic phase
distribution for identification on one type of MI using single-lead ECG data [22]. This paper extends …

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 …

Automated processing of the single-lead electrocardiogram for the detection of obstructive sleep apnoea

P De Chazal, C Heneghan, E Sheridan… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
A method for the automatic processing of the electrocardiogram (ECG) for the detection of
obstructive apnoea is presented. The method screens nighttime single-lead ECG recordings …

[HTML][HTML] Short single-lead ECG signal delineation-based deep learning: implementation in automatic atrial fibrillation identification

B Tutuko, MN Rachmatullah, A Darmawahyuni… - Sensors, 2022 - mdpi.com
automatic interpretation, we aim to delineate ECG waveform. However, the output of delineation
process only ECG … a framework of automatic identification with a single-lead ECG-based …

Automated identification of atrial fibrillation from single-lead ECGs using multi-branching ResNet

J Xie, S Stavrakis, B Yao - Frontiers in Physiology, 2024 - frontiersin.org
… for automated AF identification using single-lead ECGs. We first extract time-frequency features
from ECG … , where normal ECGs significantly outnumber instances of AF in ECG datasets. …

Automated signal quality assessment of single-lead ecg recordings for early detection of silent atrial fibrillation

M Lueken, M Gramlich, S Leonhardt, N Marx, MD Zink - Sensors, 2023 - mdpi.com
… the methods show excellent accuracy for AF detection, but more studies are needed to … a
single-lead ECG device in a pharmacy-based screening approach using a MyDiagnostick ECG

A novel application of deep learning for single-lead ECG classification

SM Mathews, C Kambhamettu, KE Barner - Computers in biology and …, 2018 - Elsevier
… Therefore, early automatic detection and classification of ECG patterns is critical to diagnosing
and treating patients with life-threatening cardiac arrhythmias [2], [3]. An inexpensive and …

Automated classification of coronary atherosclerosis using single lead ECG

A Kaveh, W Chung - 2013 IEEE Conference on Wireless …, 2013 - ieeexplore.ieee.org
… Other studies have suggested associations between ECG changes in related diseases, … a
framework for automating ECG classification for atherosclerosis and early CHD detection using …