Automatic classification of heartbeats using ECG morphology and heartbeat interval features
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- Type
- article
- Published
- 2004-06-21
- Cited by
- 1,676
- References
- 25
- Access
- Open access
- OpenAlex
- https://openalex.org/W2103308415
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:206608961
Keywords
Heartbeat, Pattern recognition (psychology), Artificial intelligence, Beat (acoustics), Computer science
References
- A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
- Automatic detection of wave boundaries in multilead ECG signals: validation with the CSE database.
- Algorithmic sequential decision-making in the frequency domain for life threatening ventricular arrhythmias and imitative artefacts: a diagnostic system.
- Comparing wavelet transforms for recognizing cardiac patterns
- Clustering ECG complexes using Hermite functions and self-organizing maps
- Differentiation of Beats of Ventricular and Sinus Origin Using a Self‐Training Neural Network
- Recognition of ventricular fibrillation using neural networks
- Evaluation of an automatic threshold based detector of waveform limits in Holter ECG with the QT database
- ECG beat detection using filter banks
- Wavelet transform-based QRS complex detector
- Real-time discrimination of ventricular tachyarrhythmia with Fourier-transform neural network
- A patient-adaptable ECG beat classifier using a mixture of experts approach
- Previous identification of QRS onset and offset is not essential for classifying QRS complexes in a single lead
- ECG beat recognition using fuzzy hybrid neural network
- ECG Beat Classification By A Neural Network
- Applications of artificial neural networks for ECG signal detection and classification.
- The Only EKG Book You'll Ever Need:
- Noise Adaptive Stream Weighting in Audio-Visual Speech Recognition
- Neural Networks for Pattern Recognition
- MIT-BIH Arrhythmia Database
Cited by
- Using Support Vector Machines (SVMs) with Reject Option for Heartbeat Classification
- ECG Morphological Variability in Beat Space for Risk Stratification After Acute Coronary Syndrome
- A Hidden Markov Model for Seismocardiography
- Optical monitoring of heart beat
- Detection of Cardiac Arrhythmias using Electrocardiogram Signals
- The Future of Medical Diagnostics: Large Digitized Databases
- An implementation of a real-time and parallel processing ECG features extraction algorithm in a Field Programmable Gate Array (FPGA)
- Neural Network Classification of Premature Heartbeats
- Analysis of ECG signal for Detection of Cardiac Arrhythmias
- Combinatorial Detection of Arrhythmia
- Reconnaissance des Extrasystoles Ventriculaires par la Combinaison des Réseaux de Neurones et la Logique Floue
- Real time extraction of ECG fiducial points using shape based detection
- Classification of streaming time series under more realistic assumptions
- ECG and APG signal analysis during exercise in a hot environment
- On an algorithm for Vision-based hand gesture recognition
- A study on the representation of QRS complexes with the optimum number of Hermite functions
- ADDITIONAL DATA PREPROCESSING AND FEATURE EXTRACTION IN AUTOMATIC CLASSIFICATION OF HEARTBEATS
- Cardiovascular parameters for healthy state assessment: an optical-based, non contact approach
- RETRACTED: Classification of Time Series Data by One Class Classifier Using DTW-D
- Heartbeat Classification Using Support Vector Machines (SVMs) with an Embedded Reject Option
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