[HTML][HTML] Deep learning for comprehensive ECG annotation

BA Teplitzky, M McRoberts, H Ghanbari - Heart rhythm, 2020 - Elsevier
Background Increasing utilization of long-term outpatient ambulatory electrocardiographic
(ECG) monitoring continues to drive the need for improved ECG interpretation algorithms …

Development of robust, fast and efficient QRS complex detector: a methodological review

S Raj, KC Ray, O Shankar - … physical & engineering sciences in medicine, 2018 - Springer
The basis and reliability for timely diagnosis of cardiovascular diseases depend on the
robust and accurate detection of QRS complexes along with the fiducial points in the …

Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems

M Elgendi, B Eskofier, S Dokos, D Abbott - PloS one, 2014 - journals.plos.org
Cardiovascular diseases are the number one cause of death worldwide. Currently, portable
battery-operated systems such as mobile phones with wireless ECG sensors have the …

A level-crossing based QRS-detection algorithm for wearable ECG sensors

N Ravanshad, H Rezaee-Dehsorkh… - IEEE journal of …, 2013 - ieeexplore.ieee.org
In this paper, an asynchronous analog-to-information conversion system is introduced for
measuring the RR intervals of the electrocardiogram (ECG) signals. The system contains a …

[BUCH][B] PPG signal analysis: An introduction using MATLAB®

M Elgendi - 2020 - taylorfrancis.com
This book serves as a current resource for Photoplethysmogram (PPG) signal analysis using
MATLAB®. This technology is critical in the evaluation of medical and diagnostic data …

An Adaptive and Time‐Efficient ECG R‐Peak Detection Algorithm

Q Qin, J Li, Y Yue, C Liu - Journal of healthcare engineering, 2017 - Wiley Online Library
R‐peak detection is crucial in electrocardiogram (ECG) signal analysis. This study proposed
an adaptive and time‐efficient R‐peak detection algorithm for ECG processing. First, wavelet …

A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm

D Pandit, L Zhang, C Liu, S Chattopadhyay… - Computer methods and …, 2017 - Elsevier
Background and objectives Detection of the R-peak pertaining to the QRS complex of an
ECG signal plays an important role for the diagnosis of a patient's heart condition. To …

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

P Sabherwal, M Agrawal, L Singh - Circuits, Systems, and Signal …, 2017 - Springer
The accurate delineation of R peaks in an ElectroCardioGram (ECG) is required for analysis
and diagnosis of various cardiac abnormalities. Detection of the R peak is a challenging task …

End-to-end premature ventricular contraction detection using deep neural networks

D Kraft, G Bieber, P Jokisch, P Rumm - Sensors, 2023 - mdpi.com
In Holter monitoring, the precise detection of standard heartbeats and ventricular premature
contractions (PVCs) is paramount for accurate cardiac rhythm assessment. This study …

[PDF][PDF] Verification and comparison of MIT-BIH arrhythmia database based on number of beats

AJ Khalaf, SJ Mohammed - International Journal of …, 2021 - pdfs.semanticscholar.org
The ECG signal processing methods are tested and evaluated based on many databases.
The most ECG database used for many researchers is the MITBIH arrhythmia database. The …