Get started
Keyword

automated ECG analysis

Description: Automated ECG analysis uses computational methods to interpret electrocardiograms and identify cardiac patterns, supporting clinical assessment and cardiovascular screening.
OpenAlex ID: keywords/automatic-ecg-analysis
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
2018 · Awni Y. Hannun, Pranav Rajpurkar, et al. · Nature Medicine · 3,134
PTB-XL, a large publicly available electrocardiography dataset
2020 · Patrick Wagner, Nils Strodthoff, et al. · Scientific Data · 1,334
PDF
The principles of software QRS detection
2002 · B.-U. Kohler, C. Hennig, et al. · IEEE Engineering in Medicine and Biology Magazine · 1,244
Automatic diagnosis of the 12-lead ECG using a deep neural network
2020 · Antônio H. Ribeiro, Manoel Horta Ribeiro, et al. · Nature Communications · 886
PDF
ECG-based heartbeat classification for arrhythmia detection: A survey
2015 · Eduardo José da S. Luz, William Robson Schwartz, et al. · Computer Methods and Programs in Biomedicine · 878
PDF
Automatic Detection of Wave Boundaries in Multilead ECG Signals: Validation with the CSE Database
1994 · Pablo Laguna, Raimon Jané, et al. · Computers and Biomedical Research · 491
Computer-Interpreted Electrocardiograms
2017 · Jürg Schläpfer, Hein J. Wellens · Journal of the American College of Cardiology · 379
PDF
Using wavelet transforms for ECG characterization. An on-line digital signal processing system
1997 · J.S. Sahambi, S.N. Tandon, et al. · IEEE Engineering in Medicine and Biology Magazine · 357
Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals
2018 · Jen Hong Tan, Yuki Hagiwara, et al. · Computers in Biology and Medicine · 355
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads
2016 · U. Rajendra Acharya, Hamido Fujita, et al. · Knowledge-Based Systems · 241
Deriving the 12-lead electrocardiogram from four (EASI) electrodes
1988 · Gordon E. Dower, Andrew Yakush, et al. · Journal of Electrocardiology · 236
Transfer learning for ECG classification
2021 · Kuba Weimann, Tim O. F. Conrad · Scientific Reports · 228
PDF
ECG signal conditioning by morphological filtering
2002 · Yan Sun, Kap Luk Chan, et al. · Computers in Biology and Medicine · 222
Comprehensive electrocardiographic diagnosis based on deep learning
2020 · Oh Shu Lih, V Jahmunah, et al. · Artificial Intelligence in Medicine · 220
Continuous Stroke Unit Electrocardiographic Monitoring Versus 24-Hour Holter Electrocardiography for Detection of Paroxysmal Atrial Fibrillation After Stroke
2012 · Timolaos Rizos, Janina Güntner, et al. · Stroke · 220
Wireless Smartphone ECG Enables Large‐Scale Screening in Diverse Populations
2015 · ZACHARY C. HABERMAN, RYAN T. JAHN, et al. · Journal of Cardiovascular Electrophysiology · 213
ECG arrhythmia classification by using a recurrence plot and convolutional neural network
2020 · Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, et al. · Biomedical Signal Processing and Control · 210
Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study
2020 · Hongling Zhu, Cheng Cheng, et al. · The Lancet Digital Health · 206
PDF
Optimal Multi-Stage Arrhythmia Classification Approach
2020 · Jianwei Zheng, Huimin Chu, et al. · Scientific Reports · 200
PDF
ML–ResNet: A novel network to detect and locate myocardial infarction using 12 leads ECG
2019 · Chuang Han, Li Shi · Computer Methods and Programs in Biomedicine · 193
A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network
2021 · Mengze Wu, Yongdi Lu, et al. · Frontiers in Computational Neuroscience · 177
PDF
Characteristic wave detection in ECG signal using morphological transform
2005 · Yan Sun, Kap Luk Chan, et al. · BMC Cardiovascular Disorders · 177
PDF
ECG signal feature extraction trends in methods and applications
2023 · Anupreet Kaur Singh, Sridhar Krishnan · BioMedical Engineering OnLine · 174
PDF
Acute Myocardial Infarction Detected in the 12-Lead ECG by Artificial Neural Networks
1997 · Bo Hedén, Hans Öhlin, et al. · Circulation · 174
Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG
2017 · Fernando Andreotti, Oliver Carr, et al. · Computing in cardiology · 171
PDF
Works count: 2,069
Citation count: 25,650
Year
Topic
Type