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
  • [41] Classification of Short-time Single-lead ECG Recordings Using Deep Residual CNN
    Kharshid, Areej
    Alhichri, Haikel S.
    Ouni, Ridha
    Bazi, Yakoub
    2019 2ND INTERNATIONAL CONFERENCE ON NEW TRENDS IN COMPUTING SCIENCES (ICTCS), 2019, : 283 - 288
  • [42] Inter-Patient ECG Classification with I-Vector Based Unsupervised Patient Adaptation
    Xu, Sean Shensheng
    Mak, Man-Wai
    Chang, Chunqi
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 210
  • [43] EasiECG: A Novel Inter-Patient Arrhythmia Classification Method using ECG Waves
    Han, Chuanqi
    Huang, Ruoran
    Yu, Fang
    Huang, Xi
    Cui, Li
    2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 1043 - 1050
  • [44] Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification
    Cesarelli, Mario
    Di Giammarco, Marcello
    Iadarola, Giacomo
    Martinelli, Fabio
    Mercaldo, Francesco
    Santone, Antonella
    2022 IEEE 22ND INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE 2022), 2022, : 75 - 78
  • [45] A support vector machine approach for AF classification from a short single-lead ECG recording
    Liu, Na
    Sun, Muyi
    Wang, Ludi
    Zhou, Wei
    Dang, Hao
    Zhou, Xiaoguang
    PHYSIOLOGICAL MEASUREMENT, 2018, 39 (06)
  • [46] DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal
    Yu, Zhaocheng
    Chen, Junxin
    Liu, Yu
    Chen, Yongyong
    Wang, Tingting
    Nowak, Robert
    Lv, Zhihan
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (10) : 4987 - 4995
  • [47] Inter-Patient CNN-LSTM for QRS Complex Detection in Noisy ECG Signals
    Yuen, Brosnan
    Dong, Xiaodai
    Lu, Tao
    IEEE ACCESS, 2019, 7 : 169359 - 169370
  • [48] Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG
    Tang, Minfang
    Zhang, Zhiwei
    He, Zhengling
    Li, Weisong
    Mou, Xiuying
    Du, Lidong
    Wang, Peng
    Zhao, Zhan
    Chen, Xianxiang
    Li, Xiaoran
    Chang, Hongbo
    Fang, Zhen
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 75
  • [49] Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG
    Tang, Minfang
    Zhang, Zhiwei
    He, Zhengling
    Li, Weisong
    Mou, Xiuying
    Du, Lidong
    Wang, Peng
    Zhao, Zhan
    Chen, Xianxiang
    Li, Xiaoran
    Chang, Hongbo
    Fang, Zhen
    Biomedical Signal Processing and Control, 2022, 75
  • [50] A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals
    Huang, Huifang
    Liu, Jie
    Zhu, Qiang
    Wang, Ruiping
    Hu, Guangshu
    BIOMEDICAL ENGINEERING ONLINE, 2014, 13