Detection of seizures in newborns using time-frequency analysis of EEG signals

被引：16
|
作者：
Boashash, B [1 ]
Carson, H [1 ]
Mesbah, M [1 ]
机构：
[1] Queensland Univ Technol, SPRC, Brisbane, Qld 4001, Australia
来源：
PROCEEDINGS OF THE TENTH IEEE WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING | 2000年
关键词：
D O I：
10.1109/SSAP.2000.870188
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper presents a time-frequency approach for electroen-cephalographic (EEG) seizure detection. The proposed method uses the high-resolution reduced interference B time-frequency distribution. An in-depth analysis of the seizure detection techniques of Gotman (frequency domain) and Liu (time domain) has been performed in order to compare with the detection criteria used in the time-frequency domain. Both synthetic and real neonatal EEG signals have been used for testing.
引用
收藏
页码：564 / 568
页数：5
相关论文
共 50 条
  • [41] Novel quadratic time-frequency features in EEG signals for robust detection of epileptic seizure
    Ghembaza F.
    Djebbari A.
    [J]. Research on Biomedical Engineering, 2023, 39 (02) : 365 - 387
  • [42] Classification epileptic seizures in EEG using time-frequency image and block texture features
    Li, Mingyang
    Sun, Xiaoying
    Chen, Wanzhong
    Jiang, Yun
    Zhang, Tao
    [J]. Chen, Wanzhong (chenwz@jlu.edu.cn), 1600, Institute of Electrical and Electronics Engineers Inc., United States (08): : 9770 - 9781
  • [43] Damage Detection in Wind Turbine Blades Using Time-Frequency Analysis of Vibration Signals
    Fitzgerald, Breiffni
    Arrigan, John
    Basu, Biswajit
    [J]. 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [44] Classification Epileptic Seizures in EEG Using Time-Frequency Image and Block Texture Features
    Li, Mingyang
    Sun, Xiaoying
    Chen, Wanzhong
    Jiang, Yun
    Zhang, Tao
    [J]. IEEE ACCESS, 2020, 8 : 9770 - 9781
  • [45] DETECTION OF PERINATAL HYPOXIA USING TIME-FREQUENCY ANALYSIS OF HEART RATE VARIABILITY SIGNALS
    Dong, Shiying
    Boashash, Boualem
    Azemi, Ghasem
    Lingwood, Barbara E.
    Colditz, Paul B.
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 939 - 943
  • [46] Time-frequency analysis of multicomponent signals
    Jones, G.
    Boashash, B.
    [J]. Signal Processing - Theories and Applications, 1990,
  • [47] High-resolution time-frequency analysis of EEG signals using multiscale radial basis functions
    Li, Yang
    Liu, Qing
    Tan, Si-Rui
    Chan, Rosa H. M.
    [J]. NEUROCOMPUTING, 2016, 195 : 96 - 103
  • [48] Time-frequency analysis of biomedical signals
    Bianchi, AM
    Mainardi, LT
    Cerutti, S
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2000, 22 (03) : 215 - 230
  • [49] Time-frequency analysis of musical signals
    Pielemeier, WJ
    Wakefield, GH
    Simoni, MH
    [J]. PROCEEDINGS OF THE IEEE, 1996, 84 (09) : 1216 - 1230
  • [50] Time-frequency distributions in the classification of epilepsy from EEG signals
    Musselman, Marcus
    Djurdjanovic, Dragan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (13) : 11413 - 11422
12345