Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods

被引:0
|
作者
Papadogiorgaki, Maria [1 ]
Venianaki, Maria [2 ]
Charonyktakis, Paulos [1 ]
Antonakakis, Marios [1 ]
Tsamardinos, Ioannis [1 ]
Zervakis, Michalis E. [1 ]
Sakkalis, Vangelis [1 ]
机构
[1] Technical University of Crete, School of Electrical and Computer, Engineering, Kounoupidiana, Chania, Greece
[2] JADBio - Gnosis Data Analysis PC, Heraklion, Greece
关键词
461.2 Biological Materials and Tissue Engineering - 462.1 Biomedical Equipment; General - 716.1 Information Theory and Signal Processing - 723.4.2 Machine Learning - 802.3 Chemical Operations - 903.1 Information Sources and Analysis - 921.3 Mathematical Transformations - 921.5 Optimization Techniques;
D O I
暂无
中图分类号
学科分类号
摘要
Electrocardiograms
引用
收藏
相关论文
共 50 条
  • [1] Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods
    Papadogiorgaki, Maria
    Venianaki, Maria
    Charonyktakis, Paulos
    Antonakakis, Marios
    Tsamardinos, Ioannis
    Zervakis, Michalis E.
    Sakkalis, Vangelis
    [J]. 2021 IEEE 21ST INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (IEEE BIBE 2021), 2021,
  • [2] Classification of ECG Signal by using Machine Learning Methods
    Diker, Aykut
    Avci, Engin
    Comert, Zafer
    Avci, Derya
    Kacar, Emine
    Serhatlioglu, Ihsan
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [3] Heart sound classification using signal processing and machine learning algorithms
    Zeinali, Yasser
    Niaki, Seyed Taghi Akhavan
    [J]. MACHINE LEARNING WITH APPLICATIONS, 2022, 7
  • [4] ECG Signal Classification Using Various Machine Learning Techniques
    S Celin
    K. Vasanth
    [J]. Journal of Medical Systems, 2018, 42
  • [5] ECG Signal Classification Using Various Machine Learning Techniques
    Celin, S.
    Vasanth, K.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2018, 42 (12)
  • [6] Adaptive machine learning algorithm employed statistical signal processing for classification of ECG signal and myoelectric signal
    Pandia Rajan Jeyaraj
    Edward Rajan Samuel Nadar
    [J]. Multidimensional Systems and Signal Processing, 2020, 31 : 1299 - 1316
  • [7] Adaptive machine learning algorithm employed statistical signal processing for classification of ECG signal and myoelectric signal
    Jeyaraj, Pandia Rajan
    Nadar, Edward Rajan Samuel
    [J]. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2020, 31 (04) : 1299 - 1316
  • [8] Processing of the electrical signal of heart, using machine learning
    Mendoza, Luis E.
    Monroy Estrada, Gendy
    Pardo Garcia, Aldo
    Gerardo Chacon, Jose
    Vera, Miguel
    Contreras-Velasquez, Julio
    Bermudez, Valmore
    [J]. REVISTA LATINOAMERICANA DE HIPERTENSION, 2016, 11 (02): : 1 - 6
  • [9] Application of Machine Learning on ECG Signal Classification Using Morphological Features
    Alim, Anika
    Islam, Md Kafiul
    [J]. 2020 IEEE REGION 10 SYMPOSIUM (TENSYMP) - TECHNOLOGY FOR IMPACTFUL SUSTAINABLE DEVELOPMENT, 2020, : 1632 - 1635
  • [10] Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique
    Rath, Adyasha
    Mishra, Debahuti
    Panda, Ganapati
    [J]. FRONTIERS IN BIG DATA, 2022, 5