A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals

被引:0
|
作者
Nguyen, Anh-Tu [1 ]
Nguyen, Thao [1 ]
Le, Huy-Khiem [1 ]
Pham, Huy-Hieu [1 ,2 ]
Do, Cuong [1 ,2 ]
机构
[1] College of Engineering & Computer Science, VinUniversity, Hanoi, Viet Nam
[2] VinUni-Illinois Smart Health Center, VinUniversity, Hanoi, Viet Nam
来源
arXiv | 2022年
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Biomedical signal processing - Blood pressure - Chemical detection - Classification (of information) - Deep learning - Feature extraction - Learning systems - Sleep research
引用
收藏
相关论文
共 50 条
  • [1] A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals
    Nguyen, Anh-Tu
    Nguyen, Thao
    Le, Huy-Khiem
    Pham, Huy-Hieu
    Do, Cuong
    PROCEEDINGS OF 2022 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2022, : 2046 - 2052
  • [2] DEEP LEARNING-BASED SLEEP APNEA DETECTION USING SINGLE-LEAD ECG SIGNALS FROM THE PHYSIONET APNEA-ECG DATABASE
    Wicaksono, Pandu
    Yunanda, Rezki
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2024,
  • [3] DEEP LEARNING-BASED SLEEP APNEA DETECTION USING SINGLE-LEAD ECG SIGNALS FROM THE PHYSIONET APNEA-ECG DATABASE
    Wicaksono, Pandu
    Yunanda, Rezki
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2024,
  • [4] Wavelet transform and deep learning-based obstructive sleep apnea detection from single-lead ECG signals
    Yuxing Lin
    Hongyi Zhang
    Wanqing Wu
    Xingen Gao
    Fei Chao
    Juqiang Lin
    Physical and Engineering Sciences in Medicine, 2024, 47 : 119 - 133
  • [5] Wavelet transform and deep learning-based obstructive sleep apnea detection from single-lead ECG signals
    Lin, Yuxing
    Zhang, Hongyi
    Wu, Wanqing
    Gao, Xingen
    Chao, Fei
    Lin, Juqiang
    PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE, 2024, 47 (01) : 119 - 133
  • [6] A spatio-temporal learning-based model for sleep apnea detection using single-lead ECG signals
    Chen, Junyang
    Shen, Mengqi
    Ma, Wenjun
    Zheng, Weiping
    FRONTIERS IN NEUROSCIENCE, 2022, 16
  • [7] 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
  • [8] Detection of Sleep Apnea from Single-Lead ECG: Comparison of Deep Learning Algorithms
    Bahrami, Mahsa
    Forouzanfar, Mohamad
    2021 IEEE INTERNATIONAL SYMPOSIUM ON MEDICAL MEASUREMENTS AND APPLICATIONS (IEEE MEMEA 2021), 2021,
  • [9] 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
  • [10] 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