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Keyword

ECG signal analysis

Description: ECG signal analysis is the processing and interpretation of electrocardiographic recordings to assess cardiac electrical activity and related clinical information.
OpenAlex ID: keywords/ecg-analysis
Quality of Cardiopulmonary Resuscitation During Out-of-Hospital Cardiac Arrest
2005 · Lars Wik · JAMA · 1,539
A survey on ECG analysis
2018 · Selcan Kaplan Berkaya, Alper Kursat Uysal, et al. · Biomedical Signal Processing and Control · 619
The Illustrated Wavelet Transform Handbook: Introductory Theory and Applications in Science, Engineering, Medicine and Finance
2002 · Paul S. Addison · Thammasat University Digital Collections · 565
Clustering ECG complexes using Hermite functions and self-organizing maps
2000 · M. Lagerholm, C. Peterson, et al. · IEEE Transactions on Biomedical Engineering · 547
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL
2020 · Nils Strodthoff, Patrick Wagner, et al. · IEEE Journal of Biomedical and Health Informatics · 501
The use of the Hilbert transform in ECG signal analysis
2001 · D. Benitez, P.A. Gaydecki, et al. · Computers in Biology and Medicine · 490
An approach to cardiac arrhythmia analysis using hidden Markov models
1990 · D.A. Coast, R.M. Stern, et al. · IEEE Transactions on Biomedical Engineering · 475
Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review
2020 · Shenda Hong, Yuxi Zhou, et al. · Computers in Biology and Medicine · 466
Open source ECG analysis
2003 · P. Hamilton · Computers in cardiology · 405
P-Wave Analysis in Valvular Heart Disease
1964 · JAMES J. MORRIS, E. HARVEY ESTES, et al. · Circulation · 374
QRS detection using K-Nearest Neighbor algorithm (KNN) and evaluation on standard ECG databases
2012 · Indu Saini, Dilbag Singh, et al. · Journal of Advanced Research · 348
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Artificial neural networks for automatic ECG analysis
1998 · R. Silipo, C. Marchesi · IEEE Transactions on Signal Processing · 283
Testing and reporting performance results of cardiac rhythm and ST segment measurement algorithms
2013 · 276
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future
2021 · David Ahmedt-Aristizabal, Mohammad Ali Armin, et al. · Sensors · 274
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Evaluation of Drug-Induced QT Interval Prolongation
2001 · Marek Malik, A. John Camm · Drug Safety · 273
Methodology of the Modular ECG Analysis System MEANS
1990 · G. van Herpen, J. H. van Bemmel, et al. · Methods of Information in Medicine · 271
The problem of linguistic approximation in clinical decision making
1988 · Rosanna Degani, Giovanni Bortolan · International Journal of Approximate Reasoning · 266
Deep learning and the electrocardiogram: review of the current state-of-the-art
2020 · Sulaiman Somani, Adam J Russak, et al. · EP Europace · 264
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Novel methodology of cardiac health recognition based on ECG signals and evolutionary-neural system
2017 · Paweł Pławiak · Expert Systems with Applications · 264
Software QRS detection in ambulatory monitoring — a review
1984 · O. Pahlm, L. Sörnmo · Medical & Biological Engineering & Computing · 253
Hierarchical clustering using mutual information
2005 · A Kraskov, H Stögbauer, et al. · Europhysics Letters (EPL) · 236
Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances
2018 · Aurore Lyon, Ana Mincholé, et al. · Journal of The Royal Society Interface · 229
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Revisiting QRS Detection Methodologies for Portable, Wearable, Battery-Operated, and Wireless ECG Systems
2014 · Mohamed Elgendi, Björn Eskofier, et al. · PLoS ONE · 224
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ECG Signal Analysis Using Wavelet Transforms
2008 · C. Saritha, V. Sukanya, et al. · 216
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection
2020 · Ruxin Wang, Jianping Fan, et al. · IEEE Journal of Biomedical and Health Informatics · 201
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Works count: 5,725
Citation count: 35,450
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