Feature Engineering and Computational Intelligence in ECG Monitoring
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15

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Published By Springer Singapore

9789811538230, 9789811538247

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Feature Engineering and Computational Intelligence in ECG Monitoring: An Introduction

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_1 ◽

2020 ◽

pp. 3-9

Author(s):

Chengyu Liu ◽

Jianqing Li

Keyword(s):

Computational Intelligence ◽

Feature Engineering ◽

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Study on Automatic Classification of Arrhythmias

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_7 ◽

2020 ◽

pp. 113-141

Author(s):

Runnan He ◽

Yang Liu ◽

Henggui Zhang

Keyword(s):

Automatic Classification

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Noninvasive Recording of Cardiac Autonomic Nervous Activity: What Is Behind ECG?

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_14 ◽

2020 ◽

pp. 245-255

Author(s):

Yike Zhang ◽

Chang Cui ◽

Minglong Chen

Keyword(s):

Nervous Activity ◽

Autonomic Nervous Activity ◽

Autonomic Nervous

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False Alarm Rejection for ICU ECG Monitoring

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_12 ◽

2020 ◽

pp. 215-226

Author(s):

Jian Dai ◽

Zehui Sun ◽

Xianliang He

Keyword(s):

False Alarm ◽

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Data Augmentation for Deep Learning-Based ECG Analysis

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_6 ◽

2020 ◽

pp. 91-111

Author(s):

Qing Pan ◽

Xinyi Li ◽

Luping Fang

Keyword(s):

Deep Learning ◽

Data Augmentation ◽

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Motion Artefact Suppression Method for Wearable ECGs

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_5 ◽

2020 ◽

pp. 73-88

Author(s):

Huanqian Zhang ◽

Jianlong Zhao

Keyword(s):

Motion Artefact ◽

Suppression Method

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Signal Quality Features in Dynamic ECGs

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_4 ◽

2020 ◽

pp. 55-71

Author(s):

Yixuan Li ◽

Chengyu Liu ◽

Yuwei Zhang ◽

Jianqing Li

Keyword(s):

Signal Quality ◽

Quality Features

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Representative Databases for Feature Engineering and Computational Intelligence in ECG Processing

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_2 ◽

2020 ◽

pp. 13-29

Author(s):

Hongxiang Gao ◽

Chengyu Liu ◽

Qin Shen ◽

Jianqing Li

Keyword(s):

Computational Intelligence ◽

Feature Engineering

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Applications of Heart Rate Variability in Sleep Apnea

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_11 ◽

2020 ◽

pp. 197-213

Author(s):

Xiaotong Dong ◽

Shoushui Wei ◽

Hongru Jiang ◽

Chengyu Liu

Keyword(s):

Heart Rate Variability ◽

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Atrial Fibrillation Detection in Dynamic Signals

Feature Engineering and Computational Intelligence in ECG Monitoring ◽

10.1007/978-981-15-3824-7_10 ◽

2020 ◽

pp. 177-195

Author(s):

Caiyun Ma ◽

Shoushui Wei ◽

Chengyu Liu

Keyword(s):

Atrial Fibrillation ◽

Atrial Fibrillation Detection

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