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Table of Contents
Chapter 1. Feature engineering and computational intelligence in ECG monitoring
an introduction
Chapter 2. Representative Databases for Feature Engineering and Computational Intelligence in ECG Processing
Chapter 3. An Overview of signal quality indices on dynamic ECG signal quality assessment
Chapter 4. Signal quality features in dynamic ECGs
Chapter 5. Motion Artifact Suppression Method in Wearable ECG
Chapter 6. Data Augmentation for Deep Learning based ECG analysis
Chapter 7. Study on Automatic Classification of Arrhythmias
Chapter 8. ECG Interpretation with deep learning
Chapter 9. Visualizing ECG contribution into Convolutional Neural Network classification
Chapter 10. Atrial fibrillation detection in dynamic signals
Chapter 11. Applications of Heart rate variability in Sleep Apnea
Chapter 12. False Alarm Rejection for ICU ECG Monitoring
Chapter 13. Respiratory Signal Extraction from ECG Signal
Chapter 14. Noninvasive Recording of Cardiac Autonomic Nervous Activity
Whats behind ECG?
Chapter 15. A questionnaire study on artificial intelligence and its effects on individual health and wearable device.
an introduction
Chapter 2. Representative Databases for Feature Engineering and Computational Intelligence in ECG Processing
Chapter 3. An Overview of signal quality indices on dynamic ECG signal quality assessment
Chapter 4. Signal quality features in dynamic ECGs
Chapter 5. Motion Artifact Suppression Method in Wearable ECG
Chapter 6. Data Augmentation for Deep Learning based ECG analysis
Chapter 7. Study on Automatic Classification of Arrhythmias
Chapter 8. ECG Interpretation with deep learning
Chapter 9. Visualizing ECG contribution into Convolutional Neural Network classification
Chapter 10. Atrial fibrillation detection in dynamic signals
Chapter 11. Applications of Heart rate variability in Sleep Apnea
Chapter 12. False Alarm Rejection for ICU ECG Monitoring
Chapter 13. Respiratory Signal Extraction from ECG Signal
Chapter 14. Noninvasive Recording of Cardiac Autonomic Nervous Activity
Whats behind ECG?
Chapter 15. A questionnaire study on artificial intelligence and its effects on individual health and wearable device.