ROBUST AUTOMATED SLEEP STAGING USING ONLY EEG SIGNALS

被引：0
|
作者：
Chan, Alexander [1 ]
Cakir, Ahmet [1 ]
Josephs, David [1 ]
Kleinschmidt, Dave [1 ]
Pathmanathan, Jay [1 ]
Donoghue, Jacob [1 ]
机构：
[1] Beacon Biosignals, Boston, MA USA
来源：
SLEEP | 2024年 / 47卷
关键词：
D O I：
10.1093/sleep/zsae067.01079
中图分类号：
R74 [神经病学与精神病学];
学科分类号：
摘要：
1079
引用
收藏
页数：2
相关论文
共 50 条
  • [1] An Automated System for Sleep Staging using EEG Brain Signals Based on A Machine Learning Approach
    Satapathy, Santosh Kumar
    Kondaveeti, Hari Kishan
    Sreeja, S. R.
    2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,
  • [2] Automated Sleep Staging Using Detrended Fluctuation Analysis of Sleep EEG
    Farag, Amr F.
    El-Metwally, Shereen M.
    Morsy, Ahmed Ahdel Aal
    SOFT COMPUTING APPLICATIONS, 2013, 195 : 501 - 510
  • [3] Automated Sleep Staging using Single EEG Channel for REM Sleep Deprivation
    Lee, Yu-Hsun
    Chen, Yong-Sheng
    Chen, Li-Fen
    2009 9TH IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING, 2009, : 439 - +
  • [4] An automated method for sleep staging from EEG signals using normal inverse Gaussian parameters and adaptive boosting
    Hassan, Ahnaf Rashik
    Bhuiyan, Mohammed Imamul Hassan
    NEUROCOMPUTING, 2017, 219 : 76 - 87
  • [5] Automated Sleep Staging on Wearable EEG Enables Sleep Analysis at Scale
    Abou Jaoude, Maurice
    Ravi, Aravind
    Niu, Jiansheng
    Banville, Hubert
    Torres, Nicolas Florez
    Aimone, Christopher
    2023 11TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING, NER, 2023,
  • [6] Accuracy of automated sleep staging using signals from a single forehead site
    Popovic, D.
    Levendowski, D. J.
    Ayappa, I
    Hauri, P.
    Velimirovic, V.
    Burschtin, O.
    Yan, N.
    Rapoport, D. M.
    Westbrook, P. R.
    SLEEP, 2008, 31 : A332 - A332
  • [7] Research on Feature Extraction of EEG Signals using MSE-PCA and Sleep Staging
    Fan, Yifei
    2018 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2018,
  • [8] A review of automated sleep stage based on EEG signals
    Zhang, Xiaoli
    Zhang, Xizhen
    Huang, Qiong
    Lv, Yang
    Chen, Fuming
    BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2024, 44 (03) : 651 - 673
  • [9] Automated EEG sleep staging in the term-age baby using a generative modelling approach
    Pillay, Kirubin
    Dereymaeker, Anneleen
    Jansen, Katrien
    Naulaers, Gunnar
    Van Huffel, Sabine
    De Vos, Maarten
    JOURNAL OF NEURAL ENGINEERING, 2018, 15 (03)
  • [10] Automatic sleep staging using ear-EEG
    Mikkelsen, Kaare B.
    Villadsen, David Bove
    Otto, Marit
    Kidmose, Preben
    BIOMEDICAL ENGINEERING ONLINE, 2017, 16
12345