A deep learning approach of heartbeat classification for the single-lead ECG signals and inter-patient paradigm

被引:0
|
作者
Xiao, Hanguang [1 ]
Zhang, Banglin [1 ]
Xia, Qingling [1 ]
Jiang, Bin [1 ]
Ran, Zhiqiang [1 ]
Zhu, Xiuhong [1 ]
Song, Wangwang [1 ]
机构
[1] School of Artificial Intelligence, Chongqing University of Technology, Chongqing,401135, China
关键词
Compendex;
D O I
2nd International Conference on Signal Image Processing and Communication, ICSIPC 2022
中图分类号
学科分类号
摘要
Electrocardiograms
引用
收藏
相关论文
共 50 条
  • [21] INTER- AND INTRA-PATIENT ECG HEARTBEAT CLASSIFICATION FOR ARRHYTHMIA DETECTION: A SEQUENCE TO SEQUENCE DEEP LEARNING APPROACH
    Mousavi, Sajad
    Afghah, Fatemeh
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 1308 - 1312
  • [22] A deep learning approach for inter-patient classification of premature ventricular contraction from electrocardiogram
    Wang, Ziqiang
    Wang, Kun
    Chen, Xiaozhong
    Zheng, Yefeng
    Wu, Xian
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 94
  • [23] Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification
    Vijayarangan, Sricharan
    Murugesan, Balamurali
    Vignesh, R.
    Preejith, S. P.
    Joseph, Jayaraj
    Sivaprakasam, Mohansankar
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 300 - 303
  • [24] LEVERAGING A DISCRIMINATIVE DICTIONARY LEARNING ALGORITHM FOR SINGLE-LEAD ECG CLASSIFICATION
    Mathews, Sherin M.
    Polania, Luisa F.
    Barner, Kenneth E.
    2015 41ST ANNUAL NORTHEAST BIOMEDICAL ENGINEERING CONFERENCE (NEBEC), 2015,
  • [25] Investigating Feature Selection and Random Forests for Inter-Patient Heartbeat Classification
    Saenz-Cogollo, Jose Francisco
    Agelli, Maurizio
    ALGORITHMS, 2020, 13 (04)
  • [26] Derivation of Respiratory Signals from Single-lead ECG
    Zhao, Yanna
    Zhao, Jie
    Li, Qun
    FBIE: 2008 INTERNATIONAL SEMINAR ON FUTURE BIOMEDICAL INFORMATION ENGINEERING, PROCEEDINGS, 2008, : 15 - 18
  • [27] Inter-patient ECG heartbeat classification for arrhythmia classification: a new approach of multi-layer perceptron with weight capsule and sequence-to-sequence combination
    Zhou, Chenchen
    Li, Xiangkui
    Feng, Fan
    Zhang, Jian
    Lyu, He
    Wu, Weixuan
    Tang, Xuezhi
    Luo, Bin
    Li, Dong
    Xiang, Wei
    Yao, Dengju
    FRONTIERS IN PHYSIOLOGY, 2023, 14
  • [28] ECG signal classification via ensemble learning: addressing intra and inter-patient variations
    Madhavi Mahajan
    Sonali Kadam
    Vinaya Kulkarni
    Jotiram Gujar
    Sanah Naik
    Suruchi Bibikar
    Ankita Ochani
    Sakshi Pratap
    International Journal of Information Technology, 2024, 16 (8) : 4931 - 4939
  • [29] Deep Spectral Features to Detect Atrial Fibrillation using Single-Lead ECG Signals
    Bajracharya, Siddhi
    Rizk, Rodrigue
    Santosh, K. C.
    2023 IEEE CONFERENCE ON ARTIFICIAL INTELLIGENCE, CAI, 2023, : 154 - 155
  • [30] Detection of sleep apnea using deep neural networks and single-lead ECG signals
    Zarei, Asghar
    Beheshti, Hossein
    Asl, Babak Mohammadzadeh
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 71