End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks

被引：0
|
作者：
Roneel V. Sharan
Shlomo Berkovsky
Hao Xiong
Enrico Coiera
机构：
[1] Australian Institute of Health Innovation,
[2] Macquarie University,undefined
来源：
Journal of Medical and Biological Engineering | 2021年 / 41卷
关键词：
Bayesian optimization; Electrocardiography; Heart rate variability; Obstructive sleep apnea; Residual neural network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：758 / 766
页数：8
相关论文
共 50 条
  • [1] End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks
    Sharan, Roneel V.
    Berkovsky, Shlomo
    Xiong, Hao
    Coiera, Enrico
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2021, 41 (05) : 758 - 766
  • [2] 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
  • [3] Detection of Sleep Apnea from Single-Lead ECG Signal Using a Time Window Artificial Neural Network
    Wang, Tao
    Lu, Changhua
    Shen, Guohao
    BIOMED RESEARCH INTERNATIONAL, 2019, 2019
  • [4] A novel method for the detection of sleep apnea syndrome based on single-lead ECG signal
    Tu, Yuewen
    Yu, Xiaomin
    Chen, Hang
    Ye, Shuming
    MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2, 2013, 239-240 : 1079 - 1083
  • [5] Detection of Central Sleep Apnea Based on a Single-Lead ECG
    Phan Duy Hung
    ICBRA 2018: PROCEEDINGS OF 2018 5TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS RESEARCH AND APPLICATIONS, 2018, : 78 - 83
  • [6] A method to detect sleep apnea using residual attention mechanism network from single-lead ECG signal
    Wang, Tao
    Lu, Changhua
    Sun, Yining
    Fang, Hengyang
    Jiang, Weiwei
    Liu, Chun
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2022, 67 (05): : 357 - 365
  • [7] Automatic detection of sleep apnea from a single-lead ECG signal based on spiking neural network model
    Tyagi P.K.
    Agrawal D.
    Computers in Biology and Medicine, 2024, 179
  • [8] Single-lead ECG based multiscale neural network for obstructive sleep apnea detection
    Wang, Zhiya
    Peng, Caijing
    Li, Baozhu
    Penzel, Thomas
    Liu, Ran
    Zhang, Yuan
    Yu, Xinge
    INTERNET OF THINGS, 2022, 20
  • [9] Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal
    Shen, Qi
    Qin, Hengji
    Wei, Keming
    Liu, Guanzheng
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [10] Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual RNN
    Wang, Mou
    Rahardja, Sylwan
    Franti, Pasi
    Rahardja, Susanto
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 79
12345